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02aff80f872744436b1ce8574479b328
Where is a student likely to keep books when he goes asleap?
['garbage', 'backpack', 'bookshelf', 'floor', 'closet']
C
Depict the scene described or implied by the question. A softly lit student’s bedroom at night, viewed from a slight angle so all relevant objects appear in the frame. On the right stands a wooden bookshelf whose shelves are neatly filled with hardcover and paperback books. Near the left foreground sits an empty garbage can. Leaning against the wall beside it is a closed backpack. The floor between the bed and bookshelf is clear and bare. In the background, a closed closet door is visible. A low bed with a sleeping student under the covers sits just out of the main focus. Show visual evidence that supports the correct answer. Only the bookshelf actually holds any books—its shelves display spines and covers illuminated by the bedside lamp. Ensure the incorrect options are visually present but contain no books or evidence that books are stored there. The garbage can stands empty, with its lid open but no paper or books inside. The backpack is fully zipped and shows no sign of bulging or containing books. The floor is entirely clear—no books, papers, or objects lie on it. The closet door is shut, with no cracks or openings suggesting books stored inside. Do not include any elements that are not mentioned or implied by the question or answer choices. Do not include any text or labels in the image itself.
[900, 30, 1387, 828]
noam
Systematic Organization
{'gpt4o': [455, 620, 642, 750], 'claude_sonnet_4': [1104, 8, 1189, 598], 'qwen_vl_plus': [712, 46, 1058, 639], 'gemini_1.5_pro': [44, 602, 973, 998], 'human_1': [684, 436, 897, 546], 'human_2': [1092, 762, 1371, 998], 'human_3': [923, 66, 1278, 698]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [1.0, 1.0, 1.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [0.0, 0.0, 0.0], 'human_2': [0.0, 0.0, 0.0], 'human_3': [1.0, 1.0, 1.0]}
02e821a3e53cb320790950aab4489e85
What would you use to locate a highway or street?
['desk globe', 'notebook', 'table', 'pen', 'smartphone']
E
Depict a cozy indoor study or living room environment. The main focus of the image should be a desk or table surface that prominently displays a notebook, an open pen, and a bold, clearly visible desk globe with geographic markings. The globe should appear detailed and visually dominant in the composition, perhaps positioned at the center or raised slightly to draw attention. In the background, include a smartphone lying on a couch, partially visible. The smartphone must not be the main focus—ensure it appears secondary and subtle in the frame, perhaps slightly out of focus or off to the side. The composition should visually mislead the viewer, making the incorrect items (notebook, pen, globe) seem more prominent, while only the smartphone provides actual evidence of a tool that can logically be used to locate a highway or street. Do not include any text or labels in the image. The visual arrangement should invite confusion, while technically allowing only the smartphone to satisfy the logic of the multiple-choice question.
[127, 391, 306, 505]
nitzan
Tool and Purpose
{'gpt4o': [405, 186, 689, 666], 'claude_sonnet_4': [0, 0, 1, 1], 'qwen_vl_plus': [450, 163, 972, 832], 'gemini_1.5_pro': [159, 455, 708, 977], 'human_1': [124, 390, 307, 506], 'human_2': [116, 379, 323, 512], 'human_3': [131, 388, 301, 502]}
{'gpt4o': [1.0, 1.0, 1.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [1.0, 1.0, 1.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
0446ab5c0003c00afd8985bb5ba506b7
What do you use to remove water from inflatable pool?
['drain hole', 'bucket', 'water pipe', 'sink', 'sewerage']
A
Depict a realistic outdoor daytime scene featuring a large inflatable pool—round or oval shaped, filled with water suitable for adults. The pool sits naturally on a ground surface with grass, dirt, or gravel, and the water inside is full and still. The small drain hole near the bottom edge of the pool’s side is closed, with no water dripping or flowing from it. In the background and to the side, include a realistic outdoor kitchen setup—such as a wall with a countertop and an integrated sink with a faucet, workspace, and possibly some cabinets or gardening tools—arranged naturally and appropriately within the scene. A water hose lies on the ground, clearly disconnected from everything (not attached to the pool or the outdoor kitchen), placed naturally and unobtrusively. An empty bucket is near the pool. The scene shows a wider view (zoomed out) so the entire garden or backyard is visible, including grass and natural surroundings. In the distance, show a visible city drain or manhole cover unrelated and disconnected from the pool. No text or labels should appear. The composition should clearly show the pool as the main focus, the outdoor kitchen logically placed in the background, and the props arranged naturally but not functioning for water drainage. The only water drainage point, the pool drain, is closed with no water flowing out.
[700, 726, 741, 766]
eliya
Tool and Purpose
{'gpt4o': [149, 482, 534, 593], 'claude_sonnet_4': [1350, 838, 1500, 888], 'qwen_vl_plus': [53, 486, 291, 637], 'gemini_1.5_pro': [576, 13, 785, 253], 'human_1': [693, 713, 751, 776], 'human_2': [692, 726, 752, 769], 'human_3': [685, 711, 758, 781]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
09555c056f3cf0b7e0b84d8df4be1db7
Sammy wanted to go to where the people were. Where might he go?
['house', 'river', 'bird nest', 'bicycle', 'track']
D
A forest scene with the main focus on a small river flowing through the center of the image. The river should be detailed and prominent in the composition. In the distant background, partly obscured by trees, there is a bicycle laid against a tree, positioned off to the side and not in the main visual focus. Elsewhere in the background, there is a completely dark and abandoned house with broken windows and overgrown weeds. A narrow track winds into the forest in the opposite direction from the river and the bicycle, looking overgrown and leading to nowhere. There is a bird nest visible in a high tree branch. The scene is empty of people or movement. The bicycle is the only element that subtly implies human presence, though it is not emphasized.
[1066, 477, 1388, 686]
nitzan
Human and Animal Behavior
{'gpt4o': [0, 0, 1, 1], 'claude_sonnet_4': [0, 150, 600, 400], 'qwen_vl_plus': [63, 125, 350, 347], 'gemini_1.5_pro': [169, 71, 374, 296], 'human_1': [1058, 478, 1397, 690], 'human_2': [1050, 476, 1415, 704], 'human_3': [1068, 486, 1389, 691]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
0a74de4dfc7aebf5f3395a79f485f0f2
What color is milk?
['black', 'white', 'brown', 'cream', 'golden']
B
Depict the scene described or implied by the question: Create a clean, well-lit studio-style image featuring five ceramic mugs, each representing a different color from the answer options to the question “What color is milk?” The mugs should be arranged in a single horizontal row on a neutral-colored surface, with a soft gradient or solid-toned background to avoid any distractions. No additional objects, food, or environmental context should be included — the focus is solely on the mugs and their distinct colors. Include the following five mugs (left to right): Black mug (✘ incorrect) – matte or glossy black, neutral finish White mug (✔ correct) – clean, bright white ceramic Brown mug (✘ incorrect) – rich terracotta or coffee-brown ceramic Cream mug (✘ incorrect) – clearly distinguishable from white, with a warm yellow-beige tone Golden mug (✘ incorrect) – metallic or satin gold finish, reflective but elegant Additional instructions: All mugs should be identical in shape and size, only differing in color. They should be evenly spaced, with all handles facing the same direction. Use soft lighting to highlight the material and finish of each mug. The background must be minimal, without any props or textures — just a plain surface and clean backdrop. Do not include milk, any milk-like substance, or visual metaphors for milk.
[348, 595, 628, 890]
noam
Object Characteristics
{'gpt4o': [263, 152, 470, 388], 'claude_sonnet_4': [286, 543, 488, 773], 'qwen_vl_plus': [281, 487, 495, 699], 'gemini_1.5_pro': [599, 237, 867, 402], 'human_1': [356, 603, 632, 884], 'human_2': [353, 616, 632, 888], 'human_3': [353, 613, 558, 864]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [1.0, 1.0, 1.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
0d88d3e71dabf2a0dc57b2c20a617233
Where could you find a quite old clavichord?
['bag store', 'clothing store', 'toy store', 'lotion store', 'instrumental store']
E
Depict the scene described or implied by the question: Create a realistic indoor scene of a shopping mall corridor or retail complex interior. The scene should depict five spatially distinct and clearly visible storefronts or open store interiors within a single wide-angle frame. The overall setting should suggest a clean, modern commercial space with neutral lighting and tiled floors, typical of a contemporary shopping mall. The visual scene must guide the judger toward identifying the instrumental store as the only plausible answer to the question “Where could you find a quite old clavichord?” – even though the clavichord itself must not appear in the image. Include the following five spatially distinct elements, each representing one answer option, placed in plausible locations in the scene: Instrumental store (✔ correct answer): Design a storefront or open store area that clearly resembles a musical instrument store. It should include realistic elements such as visible instruments (e.g., violins, cellos, guitars, or a grand piano), wooden displays, warm ambient lighting, and a slightly vintage or classical aesthetic. This store should be the only one that could plausibly house a quite old clavichord, even though the clavichord itself is not shown. Bag store (✘ incorrect): Depict a modern bag or accessory store with shelves or walls displaying handbags, backpacks, or luggage. Use lighting and arrangement to make this a convincing distraction but clearly unrelated to old musical instruments upon close inspection. Clothing store (✘ incorrect): Create a stylish fashion store with mannequins, racks of modern clothes, mirrors, and fitting rooms. Ensure that it appears inviting and detailed, but visually unrelated to the storage or sale of musical instruments. Toy store (✘ incorrect): Show a colorful toy shop filled with plush toys, action figures, or toy boxes. Place child-oriented decorations and shelving clearly in the view, making it a possible visual distraction but logically irrelevant. Lotion store (✘ incorrect): Design a small skincare or beauty store with minimalistic shelves containing lotions, creams, and bottles. Include glowing lights and spa-like aesthetics to provide contrast but no logical connection to musical instruments.
[1094, 411, 1382, 680]
noam
Geographic Facts
{'gpt4o': [715, 290, 865, 410], 'claude_sonnet_4': [1101, 300, 1400, 500], 'qwen_vl_plus': [943, 470, 1052, 536], 'gemini_1.5_pro': [562, 766, 647, 864], 'human_1': [1104, 413, 1365, 670], 'human_2': [1106, 416, 1365, 677], 'human_3': [1104, 434, 1353, 657]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [1.0, 1.0, 1.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
0fec364a3e0d4954cdc42af647d661a3
Where would a floor be covered in clothes?
['closet', 'chair', 'table', 'house', 'desk']
A
Create a realistic indoor scene of an open closet in a bedroom. Inside the closet, clearly show a messy floor covered with piles of clothes—some folded, others scattered—indicating that the clothes have accumulated or fallen to the floor over time. To exclude and contradict the incorrect answer choices: Chair: Show a chair in the room, but it should be clearly empty or neatly pushed under a desk, with no clothes on or around it. Table: Include a table surface, such as a nightstand or side table, that is clean and empty, showing no clothing on it. House: Present only a single room, not an entire house, so it's visually clear the scene is focused and localized—not representative of a whole house. Desk: If a desk appears in the scene, ensure it is organized, with items like books or a computer, but no clothes anywhere on it or underneath it. Use natural bedroom lighting to make the closet floor the focal point of the scene. The rest of the room should be tidy, reinforcing that only the closet floor is covered in clothes. All elements in the image must be consistent with everyday life and must not include any text, symbols, or labels.
[493, 618, 874, 750]
nofar
Systematic Organization
{'gpt4o': [420, 460, 670, 610], 'claude_sonnet_4': [399, 425, 599, 525], 'qwen_vl_plus': [365, 547, 715, 742], 'gemini_1.5_pro': [621, 287, 925, 752], 'human_1': [447, 678, 922, 939], 'human_2': [454, 2, 928, 761], 'human_3': [485, 9, 868, 760]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [1.0, 1.0, 1.0], 'gemini_1.5_pro': [1.0, 1.0, 1.0], 'human_1': [0.0, 0.0, 0.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
1071356c6f9c269dd31f60a388235881
Where would you put a marker if you plan to use it soon at the same location?
['backpack', 'desk', 'pocket', 'chair', 'floor']
B
Depict the scene described or implied by the question. A tidy, well-lit home study area featuring a simple wooden desk against a neutral wall. On the desk’s surface sits: An open notebook or sketchpad, pages blank. A single marker lying horizontally on the desk, its cap on and tip pointing toward the notebook. A modern desk lamp casting even light over the work area. In the background, a standard swivel chair is pushed fully under the desk so its seat is visible but empty. The bare floor beneath the desk is visible; a closed backpack rests zipped on the floor beside the desk’s leg. No clothing, pockets, or jackets appear anywhere in the frame. Show visual evidence that supports the correct answer. The marker is clearly positioned on the desk surface, centered in the frame, adjacent to the open notebook, indicating immediate readiness for use at that spot. The notebook and lamp form a logical workspace — the marker belongs on the desk alongside them. Ensure the incorrect options are visually excluded, contradicted, or made impossible based on what appears. Backpack: Present but fully closed on the floor; no marker protrudes or lies atop it. Pocket: No garments or pockets are visible anywhere in the scene, making it impossible to place the marker there. Chair: Although a chair is in view, its seat is empty and the marker is not on it. Floor: The floor is bare beneath the desk except for the backpack, with no marker resting on it. Additional instructions. Do not include any items beyond the desk, notebook, lamp, marker, chair, backpack, and bare floor. Do not place any text, labels, or logos within the image itself.
[298, 445, 1024, 935]
noam
Functional Placement
{'gpt4o': [432, 232, 546, 376], 'claude_sonnet_4': [760, 398, 798, 418], 'qwen_vl_plus': [653, 552, 734, 575], 'gemini_1.5_pro': [450, 615, 484, 644], 'human_1': [307, 484, 1024, 834], 'human_2': [251, 500, 1024, 912], 'human_3': [435, 620, 998, 818]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
1107eae33f5360ba32c73daf87082acf
Where would you put a wedding ring before proposing?
['box', 'sofa', 'finger', 'shoe', 'pocket']
A
Generate image that depict the scene described or implied by the question. A softly lit, intimate indoor setting—perhaps a quiet corner of a living room or a romantic dining area—focused tightly on a person’s hands. The hands are gently opening a small, elegant ring box made of velvet or leather. The background is softly blurred, suggesting a cozy environment without distracting details. Show visual evidence that supports the correct answer. The ring box is partially open in the person’s palms, revealing a gleaming wedding ring nestled on a plush cushion. The hands cradle the box in a way that clearly emphasizes that the ring belongs inside it. Soft highlights on the metal band draw the eye directly to the ring’s placement. Ensure the incorrect options are visually excluded, contradicted, or made impossible based on what appears. Pocket: The person’s clothing has smooth, flat surfaces with no bulges or visible pockets; no fabric folds suggest storing anything in a pocket. Sofa: If any furniture appears, it is only visible as an indistinct blur far in the background—no sofa cushions or upholstery textures are in focus. Finger: Both of the person’s ring fingers are clearly visible and bare, showing no ring being worn. Shoe: The floor beneath the hands is bare hardwood or carpet; there are no shoes in view or anywhere near the hands or the ring box. Do not include any elements that are not mentioned or implied by the question or answer choices. Do not include any text or labels in the image itself.
[524, 294, 795, 652]
noam
Systematic Organization
{'gpt4o': [299, 392, 508, 591], 'claude_sonnet_4': [0, 0, 1, 1], 'qwen_vl_plus': [432, 237, 618, 509], 'gemini_1.5_pro': [199, 521, 362, 754], 'human_1': [541, 284, 778, 644], 'human_2': [545, 294, 780, 656], 'human_3': [549, 479, 735, 639]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
1128f2d540b590ba03e0e28dea2fd4f7
Where is texas located?
['North USA', 'South USA', 'East USA', 'West USA', 'Canada']
B
Depict the scene described or implied by the question: Create a visually realistic, zoomed-in map of North America showing the full contiguous United States and southern Canada. Render country and internal state/province borders clearly with thin lines, but do not include any text or labels anywhere on the image. Divide the contiguous U.S. into four regions—West, North, South, and East—by shading each region in a distinct muted tone: West USA: Shade in a light sandstone hue. North USA: Shade in a pale olive tone. South USA: Shade in a soft terra-cotta tone. East USA: Shade in a light wheat color. Above the U.S., shade Canada in a subtle sage green, making it visually distinct from the U.S. regions. Use subtle gradients or textured patterns to differentiate regions without relying on text. Ensure state and province borders are visible but unobtrusive, serving only to hint at boundaries. Show visual evidence that supports the correct answer: Within the southern-shaded region, ensure the outline of Texas is prominent by its placement near the Gulf of Mexico shoreline, supported by the coastal curve, while the other regions contain their correct geographic shapes. Do not include any elements that are not mentioned or implied by the question or answer choices. No labels, text, icons, city markers, or flags. No extraneous geographic features beyond land, water bodies (oceans, Great Lakes, Gulf), and borders.
[357, 787, 641, 994]
noam
Geographic Facts
{'gpt4o': [84, 444, 382, 634], 'claude_sonnet_4': [355, 645, 535, 795], 'qwen_vl_plus': [321, 749, 598, 950], 'gemini_1.5_pro': [380, 338, 617, 568], 'human_1': [336, 788, 538, 995], 'human_2': [341, 787, 622, 993], 'human_3': [354, 788, 630, 1001]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [1.0, 1.0, 1.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
142626e4fc9656c97d7d7f93822cc381
Who is the 5-old Amy angry with?
['the dog', 'the woman with blue shirt', 'the woman with yellow jacket', 'the man on the left', 'the man on the right']
B
A cozy living room scene in daylight. A woman, an elderly man, and an elderly woman are all sitting together on a couch, laughing and enjoying watching TV. A dog lies on the carpeted floor nearby. A colorful ball is placed beside the dog. In the foreground on a coffee table, a pink smartphone is clearly visible with the screen lit up, showing “3 missed calls — Amy my kid.” The people in the scene are visibly relaxed and cheerful, having fun watching TV. The only element that suggests Amy is angry is the missed calls, which are ignored by the group.
[119, 33, 633, 695]
nitzan
Social Norms and Relationships
{'gpt4o': [285, 425, 525, 622], 'claude_sonnet_4': [302, 180, 548, 320], 'qwen_vl_plus': [102, 34, 490, 586], 'gemini_1.5_pro': [44, 89, 400, 659], 'human_1': [187, 33, 612, 738], 'human_2': [115, 35, 659, 724], 'human_3': [193, 33, 576, 699]}
{'gpt4o': [1.0, 1.0, 1.0], 'claude_sonnet_4': [1.0, 1.0, 1.0], 'qwen_vl_plus': [1.0, 1.0, 1.0], 'gemini_1.5_pro': [1.0, 1.0, 1.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
1a7f5b3c65364d9be002576660c914fe
Where do you put your grapes just before checking out?
['grocery cart', 'mouth', 'fruit basket', 'super market', 'in the bag']
A
Depict the scene described or implied by the question: Create a realistic, well-lit indoor scene set inside a grocery store, specifically in the checkout area. The composition should clearly show a customer preparing to check out — positioned near a cashier station or conveyor belt. The environment must include everyday shopping details that are common in this context: a visible grocery cart, checkout lane setup, and possibly other customers or aisles in the background — but the visual focus should remain on the individual preparing to check out. Show visual evidence that supports the correct answer (✔ grocery cart): The customer should be placing or have already placed a small bunch of grapes into a grocery cart. The grapes should be clearly visible resting loosely or inside a produce bag in the cart, right next to other groceries like bread or vegetables. The positioning should make it clear that the grapes are with the groceries and that this is happening just before checking out. The customer’s hands may be positioned as if finishing putting the grapes in, reinforcing the moment of “just before checkout.” Ensure the incorrect options are visually excluded, contradicted, or made impossible based on what appears: ✘ Mouth: The customer should not be eating — their mouth should be closed, and no grapes should be near their face or hands. ✘ Fruit basket: Include a store fruit display or shelf in the background, but the grapes should not be there — it should be clear the grapes have already been taken. ✘ Super market: The image should clearly depict a checkout area, not the general supermarket floor — the setting must show they are no longer browsing the store. ✘ In the bag: There should be no grocery bag in the customer’s hand or on the cart yet — no pre-packed bags. The grapes should be visible outside a bag or in a loose produce bag, not sealed in a final shopping bag. Do not include any elements that are not mentioned or implied by the question or answer choices. Avoid unrelated items (e.g., flowers, toys, electronics) or signage not relevant to produce or checkout. Do not include any text or labels in the image itself. All meaning must be conveyed visually through logical placement, posture, and scene composition — no written cues.
[1120, 499, 1413, 820]
nofar
Functional Placement
{'gpt4o': [520, 180, 720, 420], 'claude_sonnet_4': [825, 280, 890, 350], 'qwen_vl_plus': [890, 397, 1105, 806], 'gemini_1.5_pro': [782, 10, 998, 630], 'human_1': [1135, 505, 1426, 827], 'human_2': [1125, 491, 1402, 1019], 'human_3': [1172, 507, 1390, 807]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
1ea6c947dc0118b15c9ea83ce72ba3a4
Where is dirty clothing likely to be put?
['clean clothes basket', 'garbage', 'closet', 'suitcase', 'washing machine']
E
Depict the scene described or implied by the question: Create a realistic indoor home environment, specifically a laundry room or utility space that also subtly shows adjacent domestic areas such as a bedroom corner, a bathroom door, or hallway. Arrange five distinct and clearly separated objects, each visually matching one of the five answer choices: A washing machine with its lid or door open, appearing ready for use, subtly suggesting its function without showing any clothes inside or outside. A clean clothes basket nearby, appearing tidy and empty or filled with neatly folded clothes. A garbage can placed in a corner with general household waste like tissues or food wrappers visible. A closet door slightly open, revealing clean hanging garments or folded linens. A suitcase on the floor or shelf, open or closed, but clearly empty or filled with packed, clean items like travel clothes. All five items should be placed in a single frame, clearly visible and well-lit, with enough visual detail to suggest their typical usage. Show visual evidence that supports the correct answer: Ensure the washing machine visually stands out as the only object logically associated with dirty clothing without explicitly showing any dirty clothes. Its open lid or door, clean but unoccupied drum, and positioning within a laundry context should subtly imply that it is meant for receiving dirty laundry. For the other objects: The clean clothes basket must appear organized and clean, signaling that it holds already-washed items. The garbage can should display irrelevant trash items, making it a clearly unsuitable location for laundry. The closet should clearly be for clean storage, with well-organized, folded, or hung garments. The suitcase should visually indicate travel readiness with neatly packed items unrelated to laundry. These visual cues should cause subtle confusion yet ultimately eliminate the incorrect options when judged logically. Do not include any elements that are not mentioned or implied by the question or answer choices. Avoid people, pets, digital screens, unrelated objects, or decorative elements. Do not include any text or labels in the image itself. The visual scene should rely entirely on implied logic, spatial composition, and realistic visual details.
[506, 434, 812, 709]
noam
Systematic Organization
{'gpt4o': [412, 420, 586, 575], 'claude_sonnet_4': [325, 470, 535, 520], 'qwen_vl_plus': [438, 556, 670, 762], 'gemini_1.5_pro': [683, 375, 885, 551], 'human_1': [546, 437, 762, 702], 'human_2': [360, 298, 786, 868], 'human_3': [361, 357, 796, 704]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [1.0, 1.0, 1.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
25eebcc5c5532d62bc8703a1c129ad4f
If you lay on the floor of you outdoor deck and gaze up you'd be looking at what?
['sky', 'stone', 'chair', 'a man', 'a cat']
A
Create a realistic, well-composed scene that visually represents the logic of the multiple-choice question: "If you lay on the floor of your outdoor deck and gaze up, you'd be looking at what?" Scene Description: The image should depict a man lying flat on his back on the wooden floor of an outdoor deck, looking upward. The viewer sees the scene from a slight distance or at a diagonal angle, so that the man is clearly visible lying down, and the surrounding deck and upward view are also visible. Correct Answer Supported: Above the man, the sky must be clearly visible and unobstructed—either blue with clouds or a clear sky—to support the answer "sky." The man's eyes or head should be oriented clearly upward, indicating he's looking at the sky. Incorrect Options Visually Present but Contradicted: A chair can be present on the deck but positioned to the side or behind the man—not in his line of sight. A cat may be lounging nearby on the deck but not in the man's upward view—off to one side or behind him. A stone can be present, perhaps as part of a decorative garden border or stepping stone near the edge of the deck—not above the man. There should be no other man present besides the one lying down, which rules out the answer "a man" as an object in the sky. Additional Constraints: Make it visually clear that none of the incorrect objects are in the man’s upward line of sight. Use natural lighting and realistic materials—wood for the deck, appropriate shadows, sky detail. The composition should subtly guide the viewer’s attention to the contrast between what the man is looking at (sky) versus what surrounds him (but is not in his view). Do not include any text, labels, or abstract elements. The image should make it logically clear that although other objects are present, the only thing the man is actually looking at is the sky, making it the only valid answer.
[80, 0, 1024, 513]
eliya
Object Characteristics
{'gpt4o': [0, 0, 768, 504], 'claude_sonnet_4': [0, 0, 1000, 600], 'qwen_vl_plus': [0, 0, 812, 679], 'gemini_1.5_pro': [0, 0, 943, 568], 'human_1': [86, 5, 1018, 612], 'human_2': [55, 6, 1021, 803], 'human_3': [37, 6, 1024, 839]}
{'gpt4o': [1.0, 1.0, 1.0], 'claude_sonnet_4': [1.0, 1.0, 1.0], 'qwen_vl_plus': [1.0, 1.0, 1.0], 'gemini_1.5_pro': [1.0, 1.0, 1.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
2ddaf8032a434ec988287d0ab56f9d82
I wish to attach two pieces of paper without using glue, what should I use?
['paper clip', 'stick', 'glue', 'notebook', 'office']
A
Create a realistic, well-lit scene set on a standard office or school desk. Depict two sheets of paper clearly fastened together at the top left corner with a metal staple, visibly holding the pages together. A stapler should be present nearby on the desk, slightly open, with the implication that it was just used to attach the papers. The papers must be aligned, and the staple neatly binds them, showing an effective attachment method without the use of glue. Show visual evidence that supports the correct answer (stapler): The staple must be visible, securely binding the two pages. The stapler itself should appear functional and recently used (e.g., slightly ajar or sitting in an open state). The position of the staple should be typical of real-life use (top left corner), making it obvious it was used to connect the pages. Ensure the incorrect options are visually excluded, contradicted, or made impossible: Stick: Do not include any wooden sticks, tree branches, or any stick-like object in the scene. Glue: There should be no glue bottle, glue stick, residue, or signs of adhesive on or near the papers. Notebook: Do not include a notebook of any kind in the image. Ensure the papers are clearly loose sheets. Office: Do not depict a full office environment. Only include a desktop workspace sufficient to show the stapler and the papers, avoiding any broad office setting, signage, or irrelevant office items. Restrictions: Do not include any text, labels, symbols, or captions in the image. Do not add any visual elements that are not implied by the question or answer choices.
[430, 46, 727, 231]
eliya
Tool and Purpose
{'gpt4o': [0, 0, 1, 1], 'claude_sonnet_4': [0, 0, 1, 1], 'qwen_vl_plus': [465, 73, 629, 180], 'gemini_1.5_pro': [31, 391, 175, 519], 'human_1': [427, 40, 720, 238], 'human_2': [424, 32, 718, 239], 'human_3': [838, 199, 1341, 523]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [1.0, 1.0, 1.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [0.0, 0.0, 0.0]}
2ee17cdfea3aa5f53ba79d282616481b
If you want to remember an event what should you use?
['iphone', 'notebook', 'alcohol', 'focus on', 'not forget']
A
Depict the scene described or implied by the question. A lively outdoor celebration at dusk—dozens of people gathered around long banquet tables under strings of festive lights, cheering, laughing, and raising their hands in joy. In the foreground, our main subject sits at one of these tables, fully engaged in the party (no blur or background placement), perhaps clapping or toasting with nearby friends. Show visual evidence that supports the correct answer. On the same table, slightly off to the side so it isn’t the first thing you see, rests an illuminated smartphone with the unmistakable iPhone silhouette and camera bump. Its screen shows a sharp photo of the celebratory crowd and string lights, implying the device has “captured” and will “remember” the event for the user. Ensure the incorrect options are visually excluded, contradicted, or made impossible based on what appears. Notebook: A small notebook is closed and face-down near the table’s edge, without a pen or any open pages—clearly untouched. Alcohol: A glass lies empty and tipped over on the ground beside the table leg, with the nearby bottle still sealed—no drinking can preserve the moment. Focus on / Not forget: No thought bubbles, sticky notes, scattered reminder cards, or other concentration motifs appear—nothing suggests relying on memory alone. Do not include any elements that are not mentioned or implied by the question or answer choices. Only the iPhone, the closed notebook, the empty glass and sealed bottle, the festive crowd, banquet tables, and ambient decorations. Do not include any text or labels in the image itself. Purely visual storytelling—no words, icons, or on-screen overlays.
[320, 1146, 550, 1265]
eliya
Object Characteristics
{'gpt4o': [337, 601, 518, 665], 'claude_sonnet_4': [408, 528, 488, 578], 'qwen_vl_plus': [139, 980, 337, 1062], 'gemini_1.5_pro': [756, 158, 835, 347], 'human_1': [319, 1140, 561, 1260], 'human_2': [310, 1135, 551, 1273], 'human_3': [302, 1123, 563, 1278]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
367a52860ea02568f014242ec1967d78
What can support the claim that this house owner is working a lot on his laptop?
['the toothbrush', 'the white small bottle on the right', 'the hat', 'the shoes', 'the towel on the wall']
B
A modern bathroom scene during the day. The main focus is on a toothbrush lying on the counter. On the counter beside the sink, a small bottle of eye drops with an image of an eye on it is less in focus, smaller, and more in the background. Also present, but clearly secondary and not relevant, are a folded hand towel hanging on the wall, a hat placed near the sink, and a pair of sports shoes neatly set on the floor. A mirror with water drop stains is mounted above the sink.
[1719, 734, 1973, 1370]
nitzan
Inference from Evidence
{'gpt4o': [0, 0, 1, 1], 'claude_sonnet_4': [0, 750, 400, 850], 'qwen_vl_plus': [0, 0, 1, 1], 'gemini_1.5_pro': [396, 811, 582, 955], 'human_1': [1702, 723, 1987, 1349], 'human_2': [623, 938, 1565, 1145], 'human_3': [1708, 720, 1987, 1359]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [0.0, 0.0, 0.0], 'human_3': [1.0, 1.0, 1.0]}
3826e0e9edfa5f70d4a4c3627c8fab61
Where would you put an eraser if you are at home and need to go to class?
['floor', 'desk drawer', 'garbage', 'pocket', 'pencil box']
E
Depict the scene described or implied by the question: Create a realistic indoor scene of a teenager’s bedroom that clearly shows a study area preparing for class. The environment should be well-lit and naturally organized, suggesting the person is getting ready to leave the house for school or class. Include the following five clearly visible, spatially separated items, each representing one answer choice. Position them naturally in the room to create plausible ambiguity: A pencil box (correct answer): Place a slightly open school backpack on the bed or desk, with a visible pencil box neatly packed inside or right next to it on the desk. The pencil box should contain writing tools, and have just enough open space to imply an eraser is about to be added. This is the only location that visually supports purposeful storage for class. A desk drawer: Show the desk drawer pulled open slightly, with cluttered contents (e.g., random office supplies, cables, or unrelated stationery). Make the drawer visually plausible as a storage place for an eraser, but do not associate it with school preparation or mobility. The floor: Scatter a few random school items or clothes on the floor (e.g., a fallen notebook or a sock), and include an eraser placed nearby, as if dropped by accident. This should visually suggest carelessness rather than intention. A garbage can: Place a small garbage bin near the desk, with crumpled papers and a banana peel or snack wrapper on top. A used or old eraser should visibly sit near the rim, partially covered, to imply it's discarded or unwanted—confusing but illogical for class preparation. A pants pocket: Place a pair of jeans or school pants folded on the chair or bed, with the pocket slightly open or visible. Do not show the eraser directly, but subtly suggest the idea that it might be tucked inside—visually ambiguous but unconvincing. Do not include any elements that are not mentioned or implied by the question or answer choices. Do not include any text or labels in the image itself.
[980, 766, 1348, 973]
noam
Systematic Organization
{'gpt4o': [767, 238, 962, 445], 'claude_sonnet_4': [1050, 325, 1135, 375], 'qwen_vl_plus': [690, 108, 1047, 459], 'gemini_1.5_pro': [796, 657, 922, 848], 'human_1': [984, 758, 1333, 978], 'human_2': [979, 745, 1335, 993], 'human_3': [993, 768, 1330, 970]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
3834fdd8601949844771f7cf9700594b
A squirrel ran up to it's home, where is the small dog likely to be barking up?
['person', 'wood', "neighbor's yard", 'tree hole', 'basket']
D
Question: A squirrel ran up to its home, where is the small dog likely to be barking up? Answer options: ✔ tree ✘ basket ✘ neighbor's yard ✘ wood ✘ person Depict the scene described or implied by the question: Create a natural, suburban outdoor scene during daytime, with a medium-sized tree centrally positioned. A squirrel should be visible partway up the tree or near a visible hole or branch, implying it has just run up to its home. On the ground, directly beneath the tree, include a small dog barking energetically while looking upward at the squirrel. The setting should include a yard or park-like area but be carefully composed to avoid distractions or ambiguity. Show visual evidence that supports the correct answer (✔ tree): Ensure the dog’s body posture and gaze clearly indicate that it is barking up at the tree. The squirrel must be shown up in the tree in a position that makes it obvious the tree is its destination (e.g., near a nest, hole, or high branch). The alignment between the squirrel’s location and the dog’s attention must create a direct visual cause-effect relationship that supports the correct answer. Ensure the incorrect options are visually excluded, contradicted, or made impossible based on what appears: ✘ basket: Do not include any baskets in the image. ✘ neighbor's yard: Make sure there are no visible fences or separate yards; the dog and tree should be in a single, continuous open area. ✘ wood: Avoid including chopped wood, logs, or anything that could be mistaken for “wood” as a location. ✘ person: No people should appear in the image at all. Restrictions: Do not include any text, labels, or symbolic representations—only realistic, concrete visual elements. Every element must be logically derived from the question and answer options.
[498, 7, 716, 559]
nofar
Human and Animal Behavior
{'gpt4o': [174, 43, 366, 486], 'claude_sonnet_4': [730, 150, 770, 190], 'qwen_vl_plus': [520, 278, 991, 783], 'gemini_1.5_pro': [0, 0, 145, 164], 'human_1': [569, 61, 647, 152], 'human_2': [545, 56, 680, 191], 'human_3': [576, 64, 633, 129]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
3b0d615293c5312c7c10389f6e969e3d
What is likely to be filled with noxious water?
['swamp', 'river', 'waterfall', 'rock', 'tree']
A
Depict the scene described or implied by the question: Create a natural outdoor environment that includes a swamp, a river, a waterfall, a rock, and a tree, all clearly visible but composed in a way that does not make the swamp the central or most eye-catching element. The river and waterfall should appear more visually prominent—well-lit, flowing, and dynamic—drawing the eye initially. The river should be wide, reflective, and pristine. The waterfall should cascade energetically into a pool, with white foam and sparkling water that conveys clarity and freshness. Position the swamp farther off to the side or subtly in the background. It should be partially obscured by reeds, trees, or terrain—visible, but not dominant. Ensure that it still contains visual cues of noxious water, such as dark, still liquid with a greenish-brown tint, signs of algae or decay, and perhaps a faint haze above the surface to suggest toxicity—without overemphasizing it. Include a rock nearby on dry ground—solid, immobile, and clearly impervious to liquid. Similarly, place a tree with dry bark and sturdy roots—healthy or otherwise, but clearly not “filled” with water in any sense. Show visual evidence that supports the correct answer: The swamp, though not the visual centerpiece, must be the only element that plausibly contains noxious water. Its stagnant, murky, discolored appearance should logically imply toxicity, even if subtly portrayed. The river and waterfall must look active, clean, and oxygenated—visually eliminating them as possible sources of noxious water. The rock and tree should clearly not be hollow or capable of holding liquid, emphasizing that they cannot be "filled" with water at all. Do not include any elements that are not mentioned or implied by the question or answer choices. Exclude animals, humans, signs, boats, buildings, or any other object not directly relevant. Do not include any text or labels in the image itself. Let the viewer rely solely on the scene’s visual logic.
[283, 390, 721, 491]
noam
Object Characteristics
{'gpt4o': [220, 190, 350, 300], 'claude_sonnet_4': [0, 400, 600, 600], 'qwen_vl_plus': [0, 369, 875, 812], 'gemini_1.5_pro': [364, 196, 445, 431], 'human_1': [265, 372, 709, 469], 'human_2': [255, 397, 718, 470], 'human_3': [291, 398, 690, 465]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [1.0, 1.0, 1.0], 'qwen_vl_plus': [1.0, 1.0, 1.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
4163cfdd31feb277084ceb3996b3a851
Why does she feel safe?
['homeless on the floor', 'woman wearing black', 'city street', 'clear sky', 'nice trees']
B
A wide-angle, high-resolution photo of a busy European-style city street in daylight. A confident young woman with straight brown hair walks toward the camera, wearing a taupe sweater, dark jeans, and carrying a small black shoulder bag. Far behind her — about two people’s distance — is a female bodyguard in a black suit and sunglasses, wearing a visible coiled surveillance earpiece. She is alert but composed, trailing at a professional distance. On the right side of the frame, a homeless woman in worn clothes sits slumped against a beige building wall. The background is filled with pedestrians walking in both directions, and the atmosphere conveys subtle tension contrasted by the woman’s calmness. Only include elements described — no extras.
[816, 169, 1066, 987]
nitzan
Inference from Evidence
{'gpt4o': [440, 110, 600, 570], 'claude_sonnet_4': [240, 80, 580, 720], 'qwen_vl_plus': [641, 132, 839, 785], 'gemini_1.5_pro': [161, 521, 916, 944], 'human_1': [840, 157, 1055, 955], 'human_2': [809, 149, 1084, 999], 'human_3': [819, 160, 1062, 989]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
416b9b7bf7d877f3d63605ff052685f9
Where is a good place to store a saw?
['toolbox', 'tool shed', 'tool kit', 'storage', 'chair']
A
Depict the scene described or implied by the question: Create a visually realistic, well-organized garage or home workshop setting. The space should contain a variety of storage and tool-related items placed logically but in a way that causes ambiguity between them. Prominently include the following objects spaced clearly apart: A toolbox with its lid open, showing a handsaw carefully placed inside it—visually suggesting secure and deliberate storage. A tool shed visible in the background through an open garage door or a window, slightly disorganized or distant, making it a general location but without directly housing the saw. A tool kit on a nearby workbench, partially zipped or closed, with screwdrivers or pliers poking out—clearly designed for smaller hand tools, not visibly containing a saw. A storage shelf or cabinet full of generic household items like cleaning supplies, cardboard boxes, or paint cans—clearly not intended for sharp or specific tools. A chair resting off to the side, possibly with a cushion, showing no practical or logical connection to tool storage. Ensure that all items are clearly visible in the same image, distributed naturally, and lit equally to avoid drawing too much attention to the correct answer. Show visual evidence that supports the correct answer: The toolbox should be the only location where the saw is actually stored. The saw should be partially visible inside it, with the handle protruding in a way that suggests intentional storage and easy access. All other items should be either closed, not suited for a saw, or clearly occupied by other objects—so they appear plausible at a glance but fail upon close inspection. Do not include any elements that are not mentioned or implied by the question or answer choices. Do not add unrelated objects like drills, computers, or gardening equipment. Do not include any text or labels in the image itself. The viewer should rely solely on visual reasoning to determine the most logical location for storing a saw.
[894, 465, 1016, 548]
noam
Systematic Organization
{'gpt4o': [392, 185, 494, 284], 'claude_sonnet_4': [1102, 0, 1456, 700], 'qwen_vl_plus': [978, 201, 1095, 306], 'gemini_1.5_pro': [54, 492, 385, 701], 'human_1': [908, 467, 1003, 542], 'human_2': [902, 476, 1006, 536], 'human_3': [905, 476, 1006, 538]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
42263d13ae711ff57a4fa48c32b0aa1d
Where is a razor likely to be found on vacation?
['suitcase', 'pant pocket', 'floor', 'bed', 'table']
A
Depict the scene described or implied by the question: Create a realistic indoor scene of a hotel room or vacation accommodation. The scene should suggest that a person is currently on vacation, possibly unpacking or organizing their belongings. Use a wide-angle perspective that includes all the necessary objects and surfaces within a single cohesive frame. The image should contain five spatially separated and clearly visible elements, each corresponding to one of the multiple-choice answer options. These elements must be plausible but only one should be logically supported as the correct location for a razor, based on common vacation behavior. Important Rules: Do not include the razor in the image. Do not include any text, labels, or signage. Include exactly one element for each of the five answer options. Do not add any elements that are not implied by the question or answer choices. Include the following five elements in the scene: Suitcase (✔ correct): Position an open suitcase on a bed, bench, or luggage stand. Its contents should include folded clothes, a toiletry bag, or other travel essentials, creating a visual implication that a razor would logically be stored here during a vacation. Pant Pocket (✘ incorrect): Show a pair of pants casually draped over a chair or lying on the floor, with a visible front or back pocket. This should appear natural and slightly suggest it could contain items, but provide no logical reason for storing a razor here while on vacation. Floor (✘ incorrect): Ensure part of the hotel room floor is visible and clean. Optionally include a few scattered personal items like shoes or a towel, but no indication that a razor belongs on the floor. Bed (✘ incorrect): Display a neatly made bed or a partially unmade bed, implying recent use. There can be a pillow, blanket, or book placed on it, but nothing suggesting it's a proper place to store a razor. Table (✘ incorrect): Include a small table or nightstand with plausible vacation-related items such as sunglasses, a water bottle, or a phone. Avoid any objects that would imply it’s a logical place for a razor.
[338, 346, 864, 869]
noam
Functional Placement
{'gpt4o': [215, 331, 443, 513], 'claude_sonnet_4': [1050, 450, 1150, 550], 'qwen_vl_plus': [259, 271, 684, 703], 'gemini_1.5_pro': [623, 364, 711, 505], 'human_1': [328, 341, 870, 865], 'human_2': [308, 386, 865, 816], 'human_3': [338, 367, 877, 820]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [1.0, 1.0, 1.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
4c13803018b9d6f240be264ac46e8f55
Where do you bring empty food cans?
['recycling can', 'store', 'backpack', 'house', 'garage']
A
Depict the scene described or implied by the question: Create a realistic outdoor residential or public setting during daytime. The environment should appear clean and orderly, such as the side of a house, an apartment courtyard, or a designated public waste area. The visual composition must include one clear and distinct representation for each of the five answer choices — recycling can, store, backpack, house, and garage — all naturally situated within the same scene. The scene should subtly introduce confusion by making all options visible at once, but only one option (✔ recycling can) should be logically and visually supported as the correct place to bring empty food cans. Show visual evidence that supports the correct answer: The recycling can should be placed prominently and logically in the scene — for example, near the edge of the driveway or in a designated recycling zone. It should have a lid partially open or translucent sides that show visible contents inside: clearly empty, rinsed food cans (e.g., soup, beans). The recycling can should be labeled with visual characteristics typical of recycling containers (e.g., shape, blue color), but no actual text or logos should appear in the image. There may also be faint smudges or water stains inside the can, reinforcing recent use. Ensure the incorrect options are visually excluded, contradicted, or made impossible based on what appears: ✘ Store: Include a visible storefront in the background, but make it clearly unrelated — the door is shut, the signage area is blank, and there's no indication that it accepts returns or containers. There should be no path leading from the character toward the store. ✘ Backpack: Place a backpack on the ground, bench, or hanging from a hook, but ensure it is fully zipped or visibly packed with school or personal items — no food cans near it, on it, or inside it. This implies it's used for unrelated purposes. ✘ House: Show the house with a visible front or side door that is closed. The interior should be faintly visible through windows, and it should look clean and domestic, with no trace of trash, cans, or any waste bins inside — clearly not a place where cans would be brought. ✘ Garage: Include a visible garage structure or door, but have it tightly shut or show an interior filled with unrelated items like tools, a car, or bikes. No trash or recycling bins should be inside or near the entrance. Do not include any elements that are not mentioned or implied by the question or answer choices. Avoid including unrelated people, animals, vehicles (except one parked inside the garage, if visible), logos, brands, or scenery not directly relevant to the logical evaluation of the answer choices. Do not include any text or labels in the image itself. All logic must be communicated through visual cues alone — object placement, visibility of can contents, realistic behavior patterns, and environmental context.
[889, 408, 983, 543]
nofar
Waste and Disposal
{'gpt4o': [546, 290, 729, 494], 'claude_sonnet_4': [865, 148, 1024, 180], 'qwen_vl_plus': [846, 392, 945, 519], 'gemini_1.5_pro': [392, 857, 468, 934], 'human_1': [885, 406, 986, 541], 'human_2': [880, 398, 998, 549], 'human_3': [877, 411, 994, 538]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [1.0, 1.0, 1.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
4c1cb0e95b99f72d55c068ba0255c54d
Where would you look to find a choker?
['wall hanger', 'kitchen', 'jewlery box', 'neck', 'food box']
C
Depict a well-lit kitchen interior with the main focus on a cooking utensil container prominently placed at the center of the countertop. The container should hold various kitchen tools such as wooden spoons, spatulas, and ladles, clearly arranged and drawing the viewer’s attention. In the background, partially out of focus and placed toward the edges of the frame, include a closed jewelry box and a transparent food box. The jewelry box should be subtly placed—perhaps near a wall or next to a blender—so that it doesn’t immediately attract attention. The food box should be visible but not central, perhaps tucked behind other kitchen items or off to the side of the counter. Do not include any person or wall hangers, and do not display any chokers or wearable items. Avoid any text or labels in the image. The composition should create a sense of ambiguity: while both boxes are technically present, they are visually de-emphasized in favor of kitchen tools, making it unclear which—if either—contains the item in question. This visual structure invites confusion and distracts from a clear logical inference.
[163, 489, 315, 590]
nitzan
Systematic Organization
{'gpt4o': [0, 0, 1, 1], 'claude_sonnet_4': [400, 300, 600, 500], 'qwen_vl_plus': [0, 213, 164, 597], 'gemini_1.5_pro': [0, 0, 1, 1], 'human_1': [163, 489, 315, 590], 'human_2': [160, 494, 319, 590], 'human_3': [148, 469, 331, 607]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
4dfa620bd5180c005bb3596beaa32aff
What can you stick a key in?
['door lock', 'purse', 'pocket', 'drawer', 'wallet']
A
Create a realistic, well-composed everyday scene that visually represents the logic of the following multiple-choice question: Question: What can you stick a key in? Answer options: ✔ door lock ✘ purse ✘ pocket ✘ drawer ✘ wallet Depict the scene described or implied by the question: The scene should be set just outside the entrance of a residential home, where a person is seen from the side or behind, clearly holding a key that is halfway inserted into the keyhole of a front door. The environment should be simple and typical—include only elements that are part of a normal doorway (e.g., doorframe, knob, lock). The visual focus must be on the physical act of inserting the key into the front door lock. Show visual evidence that supports the correct answer (✔ front door): The image should prominently show a front door with a lock and a key being actively used—visibly going into the lock. The hand holding the key must be naturally aligned with the lock to reinforce the idea of function and correctness. The door must clearly be a front door—implied by exterior details like a doormat, house number, or porch frame (but no written text).
[134, 466, 279, 601]
nofar
Tool and Purpose
{'gpt4o': [232, 122, 301, 247], 'claude_sonnet_4': [442, 248, 458, 264], 'qwen_vl_plus': [697, 718, 854, 780], 'gemini_1.5_pro': [741, 732, 804, 801], 'human_1': [60, 31, 287, 900], 'human_2': [189, 536, 228, 583], 'human_3': [192, 542, 220, 583]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
516f880cee143f941e746c9050a70f79
Where is a very bad place to find a crab?
['in the pants', 'near a shell', 'far from person', 'in the sea', 'on the sunbed']
A
Depict the scene described or implied by the question. A quiet, sunlit beach scene at midday. In the foreground, a lone empty seashell rests gently on the warm golden sand. Behind it, at a moderate distance: A gently lapping shoreline revealing clear, shallow water. An unoccupied sunbed draped with a plain towel. A casually dressed man walking barefoot along the water’s edge, wearing a white t-shirt, dark shorts, and a cap. No other objects or people present. Show visual evidence that supports the correct answer. The seashell lies visibly closed, without any sign of a creature inside. The sea’s surface is calm and free of any animals or objects. The sunbed is completely clear, with only a plain towel resting neatly on it. The walking man appears relaxed, offering no interaction with any crustacean or object. There are no pants on the ground, no visible crabs, and no distractions in the scene. Do not include any elements that are not mentioned or implied by the question or answer choices. Do not include any text or labels in the image itself.
[139, 314, 236, 419]
noam
Cause and Effect
{'gpt4o': [464, 264, 768, 639], 'claude_sonnet_4': [144, 804, 210, 850], 'qwen_vl_plus': [604, 157, 963, 502], 'gemini_1.5_pro': [843, 73, 902, 143], 'human_1': [83, 825, 197, 918], 'human_2': [144, 319, 241, 420], 'human_3': [76, 291, 264, 557]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [0.0, 0.0, 0.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
5203e0ac6fc4b85afe919deb78245fcd
What do marine life use to shelter themselves from a shark?
['coral reef', 'rock', 'sand', 'open ocean', 'another fish']
A
Create a vivid underwater scene in a tropical marine environment during the daytime. The image should show a shark actively swimming nearby, clearly visible and somewhat threatening. Multiple forms of marine life (e.g., small colorful fish) should be visible reacting to the presence of the shark, but only one group of fish should be successfully sheltered—and the sheltering must logically align with the correct answer. ✅ Correct Answer: Coral Reef Show a group of small marine creatures (e.g., clownfish, angelfish) nestled tightly within the branches and crevices of a coral reef. The coral reef structure must appear dense and branching, providing clear protective nooks where the fish can hide. The reef must look like a natural, protective barrier between the fish and the approaching shark. ❌ Incorrect Options (Visually Contradicted or Excluded): Rock: Display one or more rocks in the seafloor nearby with no fish hiding behind or beneath them, suggesting they are ineffective for shelter. Sand: Show the sandy seafloor clearly exposed, with no marine life burrowed or hidden in it. The sand should appear flat and vulnerable. Open Ocean: Depict some fish still swimming out in the open water, exposed and fleeing in panic—clearly not protected. Another Fish: Ensure there is no fish being used as shelter for another. No large fish should be depicted as shielding smaller ones. Scene Composition Guidelines: The coral reef should be visually prominent and complex. The shark should be placed at a reasonable distance, appearing to patrol or hunt, enhancing the tension. Fish outside the coral reef must appear unprotected or actively fleeing. Lighting should reflect natural underwater conditions, with clear visibility and realistic marine color palettes. Do not include any man-made elements, labels, or text.
[936, 284, 1529, 691]
nofar
Human and Animal Behavior
{'gpt4o': [34, 172, 312, 517], 'claude_sonnet_4': [0, 580, 400, 850], 'qwen_vl_plus': [162, 584, 379, 758], 'gemini_1.5_pro': [715, 146, 914, 327], 'human_1': [995, 288, 1536, 689], 'human_2': [926, 279, 1536, 766], 'human_3': [959, 471, 1536, 663]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
52a5915efa4369169760217eb7761d06
What goes well with drinks?
['show', 'bar', 'soda', 'dinner', 'refrigerator']
D
Depict the scene described or implied by the question: Create a realistic indoor dining setting, such as a home dining room or a restaurant, composed in a way that includes one clear, distinct visual representation for each of the answer options: "dinner" (✔ correct), "show", "bar", "soda", and "refrigerator". The overall environment should appear natural, slightly ambiguous, and visually balanced, such that only one answer (dinner) is logically supported by the scene in terms of what actually goes well with drinks. Scene Composition and Visual Logic: Dinner (✔ correct answer): A set dining table should be prominently placed in the foreground or center of the image, featuring plated meals (e.g., pasta, steak, or salad), cutlery, and visible glasses filled with drinks. This pairing of food and beverages should be the only element in the image that forms a logically coherent and conventional combination—thus suggesting it as the correct answer. Show (✘ incorrect): In the background, include a TV or stage-like setup visible through a doorway or window, subtly showing a paused scene or performers. However, no one should be watching it, and no drinks should be associated with this area. It should be present but disconnected. Bar (✘ incorrect): Show a standalone bar counter either unoccupied or pushed to the side, with empty barstools and no visible drink activity happening there. It should appear more like a structure in the room than a context for actively enjoying drinks. Soda (✘ incorrect): Include a visible, unopened can or bottle of soda placed awkwardly—such as on a windowsill, bookshelf, or countertop—without any context of drinking or pairing with food. Its placement should make it seem out of place and not in use. Refrigerator (✘ incorrect): Show a closed refrigerator in the background or corner of the scene, with no interaction or opened doors. It may have magnets or a neutral kitchen vibe but should not imply any pairing with drinks directly. Do not include any elements that are not mentioned or implied by the question or answer choices. Avoid adding any other food items, objects, or decorations not related to “dinner”, “show”, “bar”, “soda”, or “refrigerator”. Do not include any text or labels in the image itself. All answer options should be represented only visually, with no writing or explicit identifiers. Create one visual element for every possible answer. Each answer option should be clearly depicted, but only the correct one (✔ dinner) should make logical sense when paired with drinks in the given context.
[576, 730, 902, 924]
nofar
Object Characteristics
{'gpt4o': [432, 390, 718, 558], 'claude_sonnet_4': [424, 640, 574, 720], 'qwen_vl_plus': [374, 562, 451, 689], 'gemini_1.5_pro': [738, 372, 866, 554], 'human_1': [563, 739, 895, 935], 'human_2': [563, 732, 900, 924], 'human_3': [560, 750, 886, 890]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
53d5390732d64262f2ec0aafedb551f6
Where is the gift shop that you would buy a doll of a famous mouse at?
['jungle jym', 'clothing store', 'toy store', 'lotion store', 'grocery store']
C
Depict the scene described or implied by the question: Create a realistic indoor mall or shopping complex environment. The scene should feature five spatially separated and clearly visible storefronts within the same field of view, each representing one of the five answer options. The setting should appear natural, with believable lighting, signage areas (no text), and shop interiors visible through large windows or open doors. Each storefront should be subtly designed to suggest its category based on interior contents and visual clues, without explicitly labeling it. Ensure all shops look plausible and inviting, creating a confusing but logical visual field for the viewer to assess. Show visual evidence that supports the correct answer: Design the toy store with elements that logically suggest it is the only place where one might find a souvenir doll of a famous mouse (e.g., clearly visible plush toys, shelves with action figures, a display featuring cartoon-themed merchandise resembling popular mouse characters — without showing any brand or character directly). Make the interior colorful and playful, with a clear display of dolls and figures near the front, logically suggesting that this is a gift shop for toys. Design the incorrect options to be confusing but not logically supported: Jungle gym: Show a play area with climbing structures, slides, and padded mats, perhaps with children playing, but no store shelves or merchandise. Lotion store: Present a sleek and minimalistic store interior with lotion bottles, beauty product counters, mirrors, and skincare posters (without brand names), implying a focus on cosmetics. Grocery store: Show aisles filled with produce, canned goods, and household items, possibly including a seasonal endcap display with random toys or items, but nothing strongly supporting a doll of a famous mouse. Clothing store: Depict racks of clothes, mannequins with outfits, and mirrors, possibly including children's clothing with prints that could vaguely resemble characters, but no toy-specific section or dolls. Do not include any elements that are not mentioned or implied by the question or answer choices. No signs, branding, explicit text, price tags, or character faces should be included. No additional stores, people, or props beyond those needed for visual logic. Do not include any text or labels in the image itself. The viewer must rely solely on visual clues to infer which option is correct.
[490, 351, 824, 869]
noam
Systematic Organization
{'gpt4o': [263, 230, 474, 520], 'claude_sonnet_4': [274, 238, 561, 490], 'qwen_vl_plus': [398, 276, 640, 715], 'gemini_1.5_pro': [252, 295, 848, 823], 'human_1': [481, 305, 852, 909], 'human_2': [496, 262, 843, 897], 'human_3': [503, 346, 809, 856]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [1.0, 1.0, 1.0], 'gemini_1.5_pro': [1.0, 1.0, 1.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
563281606ac2153f8c6619fa46267b75
Where would a cat be digging for a mouse?
['compost pile', 'behind the tree', 'hole in the ground', 'manhole', 'under the leaves']
A
Depict the scene described or implied by the question: Create a natural backyard or garden setting during daytime. The environment should appear realistic and coherent, with various elements subtly integrated to align with all answer options. Include the following objects clearly within the same visual field, spatially separated to create ambiguity: A compost pile made of decomposing organic materials (e.g., food scraps, garden waste), slightly disheveled and partially open, with a cat actively digging or pawing into it. A tree standing nearby with some open space behind it—clearly visible but empty, showing no interaction. A hole in the ground, shallow and dirt-rimmed, away from the cat, possibly near a bush, but undisturbed and unattended. A manhole partially embedded in a sidewalk or paved corner of the garden—closed and untouched. A small pile of fallen leaves, visually distinct and slightly messy, but with no movement or interaction. The cat should be visibly focused on the compost pile—partially inside it or actively engaged—suggesting intent or discovery. Show visual evidence that supports the correct answer: The compost pile should be the only location that appears disturbed, scattered, and rich in hiding places for small animals (like mice). The cat's body language must indicate focused digging behavior—head down, paw reaching in, tail up, etc. All other answer options must be plausibly misleading: The hole in the ground should resemble something a cat might investigate but currently is not. The space behind the tree must seem like a viable hiding spot but remains empty and untouched. The manhole should be present but sealed, giving no logical access for a mouse or cat. The leaves should be undisturbed, light, and dry—plausible but not compelling. Do not include any elements that are not mentioned or implied by the question or answer choices. Avoid extra animals, humans, labels, or background distractions unrelated to the cat or mouse-hunting context. No visible mouse should appear in the scene to keep the logic inference-based. Do not include any text or labels in the image itself. Let the image speak purely through composition, object relationships, and naturalistic behavior, allowing the viewer to deduce the correct answer from visual cues alone.
[1037, 357, 1420, 637]
noam
Human and Animal Behavior
{'gpt4o': [69, 375, 289, 550], 'claude_sonnet_4': [295, 675, 395, 775], 'qwen_vl_plus': [1, 598, 347, 706], 'gemini_1.5_pro': [721, 34, 866, 278], 'human_1': [1036, 430, 1377, 616], 'human_2': [1035, 434, 1406, 615], 'human_3': [1037, 432, 1394, 616]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
57098ac18ba6985b5fdd40f449164938
I have some liquid food that I want to store, where would I put it?
['jar', 'supermarket', 'oven', 'plate', 'pantry']
A
Image Generation Prompt: Create a zoomed-out view of a spacious kitchen, as seen from a corner or wide-angle perspective. The scene should be well-lit and show various kitchen elements spread across the space. Central element: On a table or island in the foreground, place a pot of hot soup or stew, with steam rising and a ladle resting nearby. This pot is the source of the liquid food, and it's clear the food is about to be stored — but hasn’t been poured anywhere yet. Visible answer options: ✔ Jar (correct answer – in the background): In the background, near the far end of the counter or on a shelf, place a clean glass jar standing upright. It should be empty, with a lid next to it or on top but not sealed. Maybe position a funnel or cloth near it — subtle hints that it’s prepared for storage but hasn't been used yet. The viewer should notice it only after scanning the scene — creating a logic-based realization that it’s the only suitable option. ✘ Oven: Show a built-in oven slightly ajar on one side of the kitchen. Its interior is clearly dry and empty, with metal racks visible. Optional: a slight red glow from the coils suggests it’s still warm, making it unsuitable and unsafe for storing food. ✘ Plate: Place a shallow plate near the pot, holding dry toast or crackers — showing that it's already in use, shallow, and impractical for liquid. ✘ Pantry: In the corner of the room, include an open pantry stocked with dry items (boxes, jars, cans). Nothing in or near the pantry should suggest liquid food belongs there. ✘ Supermarket: On the floor near the entrance or a cabinet, place a reusable grocery bag filled with store-bought items (fruits, cans). Its presence should clearly imply the supermarket as a source, not a storage solution. Guidelines: Do not place liquid food inside any of the objects. Do not include any text, symbols, or labels. Keep the visual logic grounded in everyday kitchen realism. The correct option (jar) must be visibly less prominent than the pot — in the background, but still logically the only viable container for liquid food. This layout invites the viewer to scan the scene and logically conclude that only the jar is appropriate for storing the liquid, despite its subtle placement.
[1374, 414, 1450, 527]
eliya
Systematic Organization
{'gpt4o': [595, 115, 656, 163], 'claude_sonnet_4': [1108, 350, 1162, 404], 'qwen_vl_plus': [1078, 326, 1134, 419], 'gemini_1.5_pro': [634, 373, 913, 887], 'human_1': [1378, 402, 1445, 534], 'human_2': [1375, 407, 1446, 528], 'human_3': [1363, 408, 1461, 538]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
57e35de4213af0d8cf742d38411e5f8f
What is the main ingredient in any soup?
['soup', 'onion', 'garlic', 'chicken broth', 'water']
E
Depict the scene described or implied by the question: Create a kitchen setting featuring a pot on a stove, mid-cooking, with visible steam rising. Inside the pot, depict a warm, mixed soup—visually represented as a thick liquid with indistinct blended contents. Avoid showing identifiable whole ingredients such as chunks of onion, garlic, chicken, or clear water. Position various ingredients nearby but not inside the soup pot: Show a cutting board with an uncut onion, a clove of garlic, and an unopened container of chicken broth, clearly separated from the pot. Place a glass of water or pitcher next to the sink, unpoured and unused. Ensure that the scene clearly implies that while those items might be used in some soups, they are not universally required—they are not the essence of "any soup." Show visual evidence that supports the correct answer: Make the soup itself in the pot the focus of the image: a steamy, mixed, unidentifiable liquid that clearly communicates that the only guaranteed presence in any soup... is soup itself—regardless of its ingredients. The lack of specific, visible components reinforces that "soup" is the core, catch-all answer. Do not include any elements that are not mentioned or implied by the question or answer choices. Do not include bread, spices, vegetables other than the listed items, meat, or utensils with soup on them. Keep the scene simple, using only what is necessary to distinguish between the logic of the choices. Do not include any text or labels in the image itself. The image should rely solely on visual logic and composition—no words, arrows, or annotations.
[1244, 168, 1443, 443]
noam
Object Characteristics
{'gpt4o': [805, 167, 865, 427], 'claude_sonnet_4': [1002, 286, 1128, 412], 'qwen_vl_plus': [120, 253, 706, 649], 'gemini_1.5_pro': [319, 192, 534, 507], 'human_1': [1255, 247, 1413, 456], 'human_2': [1241, 163, 1432, 461], 'human_3': [1249, 212, 1430, 445]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
57f8b5794473bfd697be41b5f2ebb471
Where do you keep your beer at home?
['chair', 'table', 'bucket', 'fridge', 'floor']
D
Depict the image by those instructions: Generate a realistic, indoor kitchen or home setting. The main scene should feature a typical household refrigerator with its door slightly open, showing visible contents inside. The rest of the room should contain common home furniture such as a chair and table, and perhaps a clean, dry floor. A plastic or metal bucket can be placed in the corner of the room, but without any indication of usage for storage. Show visual evidence that supports the correct answer (✔ fridge): Inside the open fridge, clearly display several bottles or cans of beer stored on the middle shelf, prominently and naturally arranged. The labels or caps should imply they are beer, but do not include any actual brand names or text. The lighting inside the fridge should highlight the beer, subtly drawing the viewer’s attention. Ensure the incorrect options are visually excluded, contradicted, or made impossible based on what appears: The chair and table should be empty, clean, and clearly used for sitting/eating, with no beer placed on or near them. The bucket should appear clean and empty, placed somewhere far from the fridge and clearly not used for storing anything. The floor should be tidy and clear of objects—there should be no beer cans or bottles lying around on it. Do not include any elements that are not mentioned or implied by the question or answer choices. Avoid including sinks, counters with unrelated items, people, or unrelated kitchen appliances. Do not include any text or labels in the image itself.
[907, 98, 1534, 844]
noam
Systematic Organization
{'gpt4o': [693, 88, 1004, 612], 'claude_sonnet_4': [760, 90, 1330, 520], 'qwen_vl_plus': [682, 75, 1043, 798], 'gemini_1.5_pro': [98, 588, 978, 999], 'human_1': [930, 96, 1521, 763], 'human_2': [921, 100, 1534, 834], 'human_3': [928, 144, 1487, 701]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [1.0, 1.0, 1.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
5ea41742374054b16931263af1529e1d
During the seated interview the hiring agent hired the man on the spot, he was ask to sign with what?
['ipad pencile', 'white board marker', 'pen', 'pencile', 'mouse']
A
**Depict the scene described or implied by the question.** A modern office interview room with a round table and two chairs. A whiteboard stands behind the hiring agent, with several colored markers attached to its tray. The hiring agent sits opposite the candidate, who is seated casually and smiling. On the table between them sits a sleek tablet device (an iPad). **Show visual evidence that supports the correct answer.** The Apple Pencil lies unused directly beside the iPad, its tip almost touching the tablet’s screen. The iPad’s display shows a blank signature line at the bottom of a document template, with a faint digital ink stroke just beginning. The candidate’s empty hands rest on their lap—one hand’s pocket bulging slightly to reveal a pen clipped inside. **Ensure the incorrect options are visually excluded, contradicted, or made impossible based on what appears, but still present in the scene.** * A whiteboard behind the agent displays no writing, and assorted markers sit in its tray (not in use). * A small cup on the table holds several plain wooden pencils together, clearly separate from the signing area. * A computer mouse sits next to a closed laptop on a separate side table, away from the candidate. **Do not include any elements that are not mentioned or implied by the question or answer choices.** Omit any paper documents, clipboards, notebooks, ink bottles, or additional electronic devices beyond the single iPad, Apple Pencil, pen, pencils, whiteboard with markers, and mouse. **Do not include any text or labels in the image itself.**
[434, 706, 579, 789]
eliya
Task Steps and Requirements
{'gpt4o': [345, 390, 425, 430], 'claude_sonnet_4': [705, 274, 730, 299], 'qwen_vl_plus': [427, 680, 551, 753], 'gemini_1.5_pro': [671, 188, 817, 395], 'human_1': [439, 706, 579, 788], 'human_2': [437, 696, 583, 788], 'human_3': [438, 693, 582, 796]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [1.0, 1.0, 1.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
5f65b1a832e5e784b99594d67d800ac5
Bobby found the lamp beside him when he got up. Where was the lamp?
['night stand', 'bed', 'floor', 'garbage', 'window']
A
Create a realistic indoor bedroom scene in soft morning lighting. The focal point of the image should be a nightstand placed directly beside the bed. On this nightstand, clearly show a lamp—positioned upright and plugged in—suggesting it is normally placed there and easily accessible from the bed. Depict the bed slightly rumpled, as if someone has just gotten up. Bobby is not required to appear in the image, but his recent movement should be implied by the bed's state. Ensure visual evidence that supports the correct answer: The lamp must be clearly located on the nightstand beside the bed. The nightstand should be close enough to the bed to make "beside him when he got up" logical. To rule out all incorrect options: Bed: The bed must be clearly shown without any lamp on it—just pillows and blankets. Floor: The floor around the bed and nightstand should be clean and empty—no lamp on it or near it. Garbage: If a trash bin appears in the room, ensure it is clearly empty or filled with unrelated items (like paper), and visibly far from the bed. Window: If a window is shown, it should be distant from the bed and have no objects (especially not a lamp) placed on or near the windowsill. The composition should clearly highlight that the lamp belongs and remains on the nightstand, while all other potential placements are visually contradicted. Do not include any text, labels, or unrelated objects not implied by the question.
[345, 492, 672, 647]
nofar
Functional Placement
{'gpt4o': [372, 318, 512, 431], 'claude_sonnet_4': [285, 248, 350, 313], 'qwen_vl_plus': [334, 465, 629, 650], 'gemini_1.5_pro': [479, 365, 655, 623], 'human_1': [349, 478, 659, 558], 'human_2': [342, 437, 680, 667], 'human_3': [344, 484, 651, 636]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [1.0, 1.0, 1.0], 'gemini_1.5_pro': [1.0, 1.0, 1.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
5ff55d165595b0a9886a5904fb4a65e7
Where can you buy a fashionable satchel?
['bag store', 'clothing store', 'toy store', 'lotion store', 'grocery store']
B
Depict the scene described or implied by the question: Create a realistic indoor shopping mall or retail complex corridor. The scene should feature five spatially distinct and clearly visible storefronts within the same field of view, each representing one of the following options: ['bag store', 'clothing store', 'toy store', 'lotion store', 'grocery store']. Ensure the scene has natural lighting, tiled flooring, and neutral walls. Each storefront should have large glass windows or open doors, showing interior contents clearly, with no visible signage or text. Show visual evidence that supports the correct answer: – Bag store (correct answer): Design the interior to feature stylish handbags, satchels, backpacks, and shoulder bags neatly displayed on shelves, racks, and wall mounts. Highlight a few fashionable satchels prominently on pedestals or racks near the front entrance. Decor should feel elegant and modern, suggesting a specialty boutique for bags. Design the incorrect options to be plausible but not logically supported: – Clothing store: Show mannequins and hanging racks with various garments such as dresses, shirts, pants, and accessories like scarves—but no bags or satchels. Neutral to trendy interior with mirrors and changing rooms visible. – Toy store: Fill with colorful plush toys, action figures, and children’s merchandise. Design with a playful, cartoonish interior—no fashion accessories or adult items. – Lotion store: Create a sleek and minimalist store with skincare bottles, makeup counters, and product testers. Mirror-lined walls, bright lighting—no bags or clothing items visible. – Grocery store: Fill with shelves of food, produce, and household goods. Include checkout counters, but no fashion-related items or bags. Do not include any elements that are not mentioned or implied by the question or answer choices. Do not show any text, brand logos, price tags, or recognizable product names. Exclude unrelated stores, excessive props, or crowds.
[3, 160, 438, 999]
noam
Geographic Facts
{'gpt4o': [773, 63, 983, 419], 'claude_sonnet_4': [1102, 140, 1360, 320], 'qwen_vl_plus': [1092, 453, 1147, 476], 'gemini_1.5_pro': [424, 817, 598, 999], 'human_1': [0, 152, 444, 1024], 'human_2': [1, 211, 448, 1020], 'human_3': [1, 248, 423, 953]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
60a23ca52357b85d4b1d98babd2b7b01
How can a person ensure their jewelry is safe in a hotel room?
['safe deposit box', 'suitcase', 'hole in ground', 'department store', 'jewelry box']
A
Depict the scene described or implied by the question. A pastel-pink dollhouse-style girl’s bedroom filled with toy furniture: a miniature built-in safe (the hotel’s safe deposit box) set into a toy-brick wall next to a tiny closet; a small doll bed with ruffled blankets; a toy window showing a painted city skyline beyond. Everything looks like a child’s playset. Show visual evidence that supports the correct answer. The dollhouse safe door is open, revealing a velvet toy jewelry tray with a sparkling plastic necklace and rings inside. The safe features a little digital keypad and a tiny engraved emblem, indicating it’s meant as a secure hotel deposit box. Ensure the incorrect options are visually excluded, contradicted, or made impossible based on what appears. Suitcase: A closed toy suitcase sits on a miniature luggage rack, but its interior is empty—no jewelry inside. Hole in ground: Through the toy window, the painted courtyard shows unbroken grass—no holes or trenches. Department store: Beyond the window, only model skyscrapers appear—no storefront or shopping district to suggest a department store. Jewelry box: On a small toy desk sits an ornate wooden jewelry box, locked and empty, its hinged lid firmly closed, making it clear the jewelry isn’t stored there. Do not include any elements that are not mentioned or implied by the question or answer choices. Only include the toy safe, toy suitcase, toy jewelry box, the toy bed, toy window, and painted courtyard—no extra toys or decorations. Do not include any text or labels in the image itself.
[35, 496, 276, 719]
eliya
Object Characteristics
{'gpt4o': [64, 212, 236, 327], 'claude_sonnet_4': [324, 290, 684, 430], 'qwen_vl_plus': [25, 384, 216, 607], 'gemini_1.5_pro': [488, 35, 712, 198], 'human_1': [28, 475, 267, 715], 'human_2': [37, 504, 272, 709], 'human_3': [24, 486, 286, 729]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [1.0, 1.0, 1.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
61fe6e879ff18686d7552425a36344c8
What might indicate that she plans to be unavailable by mobile?
['bag near the door', 'coat', 'closed door', 'wall hanger', 'plant']
A
An interior entryway of a home during daytime, with a zoomed-out perspective that shows the full area around the front door. On one side of the door, mounted on the wall, is a coat hanger with a beige coat hanging on it. On the opposite side of the door, partially in the frame, is a standing suitcase with its handle extended, as if ready to go. The suitcase should be near the door but only partially visible in the scene, not the focus. The space should include a bench or small furniture and a clean wooden floor. No other bags, school items, military gear, jewelry elements, or garbage cans should be present.
[1163, 564, 1327, 937]
nitzan
Inference from Evidence
{'gpt4o': [910, 500, 1100, 700], 'claude_sonnet_4': [1139, 580, 1298, 739], 'qwen_vl_plus': [938, 476, 1032, 770], 'gemini_1.5_pro': [586, 747, 908, 936], 'human_1': [1156, 566, 1306, 939], 'human_2': [1146, 551, 1348, 947], 'human_3': [1159, 559, 1312, 911]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [1.0, 1.0, 1.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
64ec08b8c35c93bfafab9669da0b0e91
Where would you put a drink if you do not plan to use it soon?
['cabinet', 'camelback', 'cup', 'backpack', 'can']
A
Depict the scene described or implied by the question: Create a realistic indoor environment such as a kitchen, living room, or storage space. The setting should be peaceful and neutral, suggesting someone is about to store a drink they don’t intend to consume soon. The image must include one clear, visible instance of each answer option — arranged naturally in the environment — while only one of them (✔ cabinet) should be depicted in a way that logically supports it as the correct storage choice for a drink meant to be saved for later. Scene Composition and Visual Logic: Cabinet (✔ correct answer): A kitchen or pantry cabinet should be slightly open, revealing a shelf where a sealed beverage (like a bottle or can) is either being placed or is already stored. The lighting or spatial focus should subtly highlight this area to imply its function as the logical storage spot for later use. Camelback (✘ incorrect): A camelback hydration pack (used for hiking) should be resting on the floor or slung over a chair. It can have a used look or a coiled drinking tube, making it appear ready for on-the-go use rather than storage. Cup (✘ incorrect): A cup (empty or partially filled) should be on a table or countertop, exposed and not covered, implying immediacy and unsuitability for long-term storage. Backpack (✘ incorrect): A casual backpack should be leaning against a wall or placed on a chair. It might be unzipped slightly, with other items (e.g., notebooks or clothes) inside, showing that it’s not a clean or intended storage space for a drink. Can (✘ incorrect): A drink in a can should be placed out in the open — perhaps on a counter or near the sink — suggesting it’s not yet stored or protected, and susceptible to being used soon or going bad. Do not include any elements that are not mentioned or implied by the question or answer choices. Ensure the image contains no text, no labels, and no extraneous visual cues. The judgment must be based on visual logic alone.
[192, 458, 454, 1048]
nofar
Functional Placement
{'gpt4o': [0, 0, 444, 600], 'claude_sonnet_4': [0, 0, 1, 1], 'qwen_vl_plus': [132, 175, 184, 306], 'gemini_1.5_pro': [660, 197, 966, 705], 'human_1': [0, 289, 466, 560], 'human_2': [8, 365, 450, 1259], 'human_3': [2, 319, 458, 1041]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
65dd2eee6fe37fa45586eae6d7ca7f9e
What is a place that usually does not have any pillow?
['desk', 'sofa', 'bed', 'chair', 'couch']
A
Write a detailed prompt for generating an image that visually represents the logic of a multiple-choice question. The image should be composed so that only the correct answer is logically supported by the visual content, and all incorrect options are clearly ruled out. Use the following structure: Depict the scene described or implied by the question. Show visual evidence that supports the correct answer. Ensure the incorrect options are visually excluded, contradicted, or made impossible based on what appears. Do not include any elements that are not mentioned or implied by the question or answer choices. Do not include any text or labels in the image itself. Question: What is a place that usually does not have any pillow? Answer options: ✔ desk ✘ sofa ✘ bed ✘ chair ✘ couch
[89, 507, 1467, 771]
eliya
Object Characteristics
{'gpt4o': [337, 234, 865, 536], 'claude_sonnet_4': [0, 0, 1350, 700], 'qwen_vl_plus': [908, 123, 1176, 354], 'gemini_1.5_pro': [439, 75, 999, 959], 'human_1': [62, 417, 1497, 941], 'human_2': [90, 439, 1473, 1020], 'human_3': [89, 419, 1480, 971]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [1.0, 1.0, 1.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [1.0, 1.0, 1.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
65e20261e5bb77dd18250db17599b002
Where would I place my paper plate after using?
['garbage can', 'table', 'desk', 'chair', 'dishwasher']
A
Depict the scene described or implied by the question: A simple, neutral-colored room interior containing exactly five objects: In the foreground, an open-top garbage can made of plain metal or plastic, showing its empty interior. To its left, a bare rectangular dining table with a smooth, empty surface and no chairs pulled out. Behind the table, a single wooden chair, pushed entirely under the table so its seat is out of reach. To the right of the garbage can, a minimalist office desk with a flat top, entirely clear of dishes or receptacles. At the far right edge, a closed kitchen dishwasher unit flush with the cabinetry. Show visual evidence that supports the correct answer: A hand entering from the bottom edge of the frame holds a used white paper plate directly above the open garbage can, the plate tilted as if just released. Inside the garbage can are visible food scraps and a crumpled napkin, indicating its purpose. Ensure the incorrect options are visually excluded, contradicted, or made impossible based on what appears: The dining table’s surface is spotless and devoid of any plate or crumbs, showing it cannot be used. The desk is completely clear of dishes and too far from the hand to receive the plate. The chair is tucked under the table with no flat area exposed. The dishwasher door is fully closed, with no opening through which the plate could enter. Do not include any elements that are not mentioned or implied by the question or answer choices: No additional furniture, appliances, utensils, decorations, text, or labels. The only items in frame are the garbage can, table, desk, chair, dishwasher, the used paper plate, and a person holding the paper plate.
[619, 452, 791, 667]
noam
Waste and Disposal
{'gpt4o': [472, 348, 578, 500], 'claude_sonnet_4': [692, 275, 770, 355], 'qwen_vl_plus': [604, 459, 732, 631], 'gemini_1.5_pro': [464, 616, 654, 746], 'human_1': [633, 476, 768, 664], 'human_2': [633, 483, 765, 661], 'human_3': [638, 484, 767, 654]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [1.0, 1.0, 1.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
68345ed857227e7512b9922ddd3f088b
Where does a hat go when he is wearing it?
['head', 'leg', 'suitcase', 'closet', 'shelf']
A
Depict the scene described or implied by the question: Create a realistic indoor environment during daytime, such as a bedroom or hallway with a mirror. The scene should feature a person in the process of wearing or having just put on a hat. The setting should feel natural and familiar, with everyday lighting and household items, but must stay tightly focused on clothing-related elements. Show visual evidence that supports the correct answer: ✔ Head — The person in the image should be actively wearing a hat on their head. Their hand can be adjusting the brim or crown to reinforce that the hat is intentionally placed there. The hat should appear fitted and comfortable, not out of place. The expression or posture should support the action of having just worn it, such as looking in a mirror or walking away as if dressed to go out. Ensure the incorrect options are visually excluded, contradicted, or made impossible based on what appears: ✘ Leg — The person’s legs should be clearly visible and uncovered by any hat. No hats should appear near, on, or around the leg area. ✘ Suitcase — If a suitcase appears in the scene, it should be visibly zipped or closed, with no hat near or in it. Alternatively, the suitcase can be out of frame or completely absent. ✘ Closet — If a closet is present, keep it closed. If it's open, it should visibly contain other items (like shoes or coats) but no hats. There should be no visual indication that a hat was taken from or placed in the closet. ✘ Shelf — If there’s a shelf in the scene, it should display unrelated objects such as books, plants, or small boxes. It should clearly not hold any hats, nor show space prepared for a hat. Do not include any elements that are not mentioned or implied by the question or answer choices. No unrelated objects, scenery, or accessories should be added beyond what's logically needed for the person, hat, and room setting. Do not include any text or labels in the image itself. The image must rely purely on visual logic and object placement to convey the answer.
[712, 36, 901, 265]
nofar
Systematic Organization
{'gpt4o': [0, 0, 1, 1], 'claude_sonnet_4': [0, 0, 1, 0], 'qwen_vl_plus': [241, 450, 587, 693], 'gemini_1.5_pro': [452, 120, 734, 715], 'human_1': [719, 59, 897, 261], 'human_2': [716, 49, 903, 262], 'human_3': [735, 43, 895, 147]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
68f123f22be7bff13875e8b752b2d933
Why I cannot see my favorite show on my tv screen clearly?
['cat', 'tv screen', 'window', 'kettle', 'book']
C
A modern living room scene. A person is sitting on a couch facing a TV screen, but the TV image appears washed out or hard to see due to a large open window behind the person, letting in bright daylight that reflects off the screen. Also in the room, clearly visible but unrelated: a cat lying on the floor, a picture frame on the wall hanging slightly crooked, a kettle in the kitchen turned on, and an open book on a coffee table. The lighting and composition should clearly suggest that the open window is causing glare or backlight on the TV screen. Do not include any additional items or distractions.
[39, 24, 271, 494]
nitzan
Cause and Effect
{'gpt4o': [298, 234, 618, 424], 'claude_sonnet_4': [387, 249, 613, 350], 'qwen_vl_plus': [348, 259, 729, 486], 'gemini_1.5_pro': [254, 348, 486, 731], 'human_1': [70, 34, 253, 482], 'human_2': [43, 17, 290, 488], 'human_3': [60, 58, 240, 479]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
698bc052dc953f241207885ec729b6fd
Where is liquor usually stored in a home?
['closet', 'cabinet', 'chair', 'couch', 'night stand']
B
Create a realistic, indoor home scene focused on a living area that includes a visible wooden cabinet—such as a bar cabinet or kitchen-style cabinet—partially open to reveal several liquor bottles neatly stored inside. This cabinet should be the clear focal point of the image, centrally lit or highlighted to draw attention. To exclude and contradict the incorrect answer choices: Closet: If visible, depict a hallway or bedroom closet clearly used for storing clothes or shoes, with no bottles or bar items inside. Ensure it is closed or visibly unrelated to drinking or alcohol storage. Chair: Include a chair in the room, such as a dining or armchair, but it must be empty and not associated with any liquor—no glasses or bottles on or near it. Couch: Place a couch in the background or side of the room, shown clean and free of any bottles, trays, or drink-related objects. Nightstand: If a bedroom is shown or partially visible, ensure the nightstand has only typical bedroom items like a lamp, book, or alarm clock—definitely no alcohol or barware. The room should look orderly, with realistic lighting, and styled in a contemporary or cozy home interior. Do not include text or labels in the image.
[84, 486, 514, 792]
nofar
Systematic Organization
{'gpt4o': [72, 148, 345, 474], 'claude_sonnet_4': [500, 7, 609, 85], 'qwen_vl_plus': [239, 678, 824, 812], 'gemini_1.5_pro': [20, 394, 379, 795], 'human_1': [101, 506, 500, 787], 'human_2': [79, 473, 530, 869], 'human_3': [110, 512, 483, 789]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [1.0, 1.0, 1.0], 'gemini_1.5_pro': [1.0, 1.0, 1.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
6d4ed2c485187ed79ff3bdcc8cca6132
Where would you expect to find a pizzeria?
['where the arrow in the sign points', 'eye-wear shop', 'ice-cream shop', 'clothes shop', 'kitchenware shop']
A
A shopping mall corridor with clearly labeled storefronts: Eye-wear, Clothing, and Kitchenware. Above, a small 'FOOD COURT →' sign points to the right but is not the main focus. Inside the kitchenware shop, visible through the glass, is a display of kitchen items including bowls, utensils, and clearly visible in the back or side of the store is a pizza taboon (clay pizza oven). The oven should look authentic, like a small domed clay or stone oven used for baking pizza. It should not dominate the scene but be clearly identifiable. No pizza or food should be visible outside the oven. Do not include any other elements or stores beyond those mentioned.
[1055, 178, 1331, 247]
nitzan
Geographic Facts
{'gpt4o': [862, 157, 1031, 584], 'claude_sonnet_4': [726, 108, 1104, 138], 'qwen_vl_plus': [825, 140, 1043, 196], 'gemini_1.5_pro': [181, 695, 247, 846], 'human_1': [1047, 175, 1327, 245], 'human_2': [1027, 82, 1374, 276], 'human_3': [1063, 180, 1332, 245]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
70a97a0079878b3a46080d00a4e118fb
This is Italy, why it is not December right now?
['grass', 'trees', 'sky', 'kid clothes', 'corn']
E
A wide-angle view of a grassy suburban front yard on a cloudy day. Two light-skinned children, a boy and a girl, are running and laughing in the foreground. Both kids are wearing long-sleeved shirts and jeans, appropriate for mild but not cold weather. In the background stands a beige two-story house with a front porch. An elderly woman sits calmly on the porch, watching them. A car is parked on the side of the street. Near the house, clearly but not in focus, is a tall corn plant growing in the garden. The atmosphere suggests a warm season, ruling out December, with no snow, winter clothing, or barren trees. All other elements—trees, house, people—do not suggest a specific season.
[1208, 393, 1353, 799]
nitzan
Reasoning About Time
{'gpt4o': [324, 294, 391, 429], 'claude_sonnet_4': [400, 300, 800, 600], 'qwen_vl_plus': [184, 320, 375, 811], 'gemini_1.5_pro': [0, 0, 999, 749], 'human_1': [1192, 380, 1368, 805], 'human_2': [1164, 336, 1413, 836], 'human_3': [1192, 403, 1322, 797]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
7fc9b27fbaa352c8d33a3b9b50b03f8f
What is the best place to store a pen?
['windowsill', 'floor', 'pencil case', 'on the rug', 'closet']
C
Depict the scene described or implied by the question. A clean, well-lit desktop surface in a small study nook. Centered on the desk is a single, open pencil case made of soft fabric or vinyl. Inside the pencil case, a single pen rests exactly in the molded slot designed for it. The desk is otherwise empty—no other writing tools or personal items clutter the surface. Show visual evidence that supports the correct answer. The pencil case’s interior features elastic loops or molded compartments that perfectly hold the pen, demonstrating that it belongs there. The pen’s position—lying flush within the case’s contours—makes it clear that this is its designated storage. Ensure the incorrect options are visually excluded, contradicted, or made impossible based on what appears. There is no pen on the floor beneath the desk—only bare wood or tile. No windowsill is visible, and the background is a plain wall, so there’s nowhere else the pen could be resting. There is no rug under or around the desk—just the bare floor. No closet doors or wardrobe edges appear in the frame; the view is tightly focused on the desk. Do not include any elements that are not mentioned or implied by the question or answer choices. Exclude any additional objects such as notebooks, cups, electronics, plants, or decorative items. Do not include any text or labels in the image itself. Show only the visual scene with the desk, pencil case, rug, windowsill, closet and someont holding a pen and wants to store it—no words or symbols.
[124, 314, 309, 447]
noam
Systematic Organization
{'gpt4o': [167, 143, 356, 209], 'claude_sonnet_4': [127, 325, 265, 380], 'qwen_vl_plus': [128, 310, 276, 445], 'gemini_1.5_pro': [321, 112, 409, 245], 'human_1': [134, 320, 291, 434], 'human_2': [126, 319, 295, 446], 'human_3': [136, 324, 293, 436]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [1.0, 1.0, 1.0], 'qwen_vl_plus': [1.0, 1.0, 1.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
8317ea66220b69f9ae472fbae9cb65dd
Danny sealed the small box and put it somewhere cozy and out of the way but easily accessible. Where might he put it?
['cellar', 'car', 'garage', 'closet', 'post office']
D
Depict the scene described or implied by the question: Create a realistic indoor home environment that includes a hallway or bedroom area, suggesting a lived-in but organized domestic space. The lighting should be soft and natural, evoking a sense of warmth and comfort. The visual composition should include one distinct and plausible representation of each of the five answer options, arranged within the same scene to subtly introduce confusion. However, only the closet should be logically supported as the correct place Danny might put a small sealed box that is cozy, out of the way, yet easily accessible. Scene Composition and Visual Logic: ✔ Closet (Correct Answer): Include a half-open closet door in the background or side of the room. Inside, show neatly arranged shelves or storage with visible space where a small box could fit. The closet should appear clean, domestic, and within arm’s reach — visually reinforcing that it’s cozy, tucked away, and accessible. ✘ Cellar (Incorrect): Show a visible cellar door (either on the floor or wall) partially ajar, leading to a dark staircase. It should feel less inviting, more remote, and clearly less accessible or cozy, making it illogical for the described action. ✘ Car (Incorrect): Park a car just visible through a window or open front door — outdoors or in the driveway — implying it is away from the cozy indoor setting and inconvenient to access. ✘ Garage (Incorrect): Display the garage entrance or interior far in the background, cluttered and utilitarian, possibly with tools or boxes. It should seem too remote or impersonal to be "cozy" or ideal for something meant to be kept close at hand. ✘ Post Office (Incorrect): Include a small visible envelope or delivery package on a hallway table with a red postal box or mailbag nearby, suggesting mailing but clearly outside Danny’s control and not "accessible" storage. Do not include any elements that are not mentioned or implied by the question or answer choices. Do not include any text or labels in the image itself. Create one distinct visual element from every possible answer.
[735, 44, 950, 598]
nofar
Systematic Organization
{'gpt4o': [0, 0, 1, 1], 'claude_sonnet_4': [675, 0, 947, 675], 'qwen_vl_plus': [59, 102, 168, 473], 'gemini_1.5_pro': [695, 475, 810, 558], 'human_1': [766, 5, 945, 726], 'human_2': [720, 24, 976, 723], 'human_3': [760, 56, 965, 692]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [1.0, 1.0, 1.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
8758b19506d321d2fc522527aa27d033
Where could a jellyfish stay alive?
['shore', 'sea', 'sunbed', 'pail', 'under the sand']
B
Depict a coastal scene with a clear view of the sea, shore, and surrounding beach environment. In the center or foreground, show a jellyfish naturally and peacefully floating just beneath the surface of the water in the sea, suggesting that this is its proper, livable habitat. To visually rule out the incorrect options: Include a dry sandy shore with no water, where it would be clear that a jellyfish cannot survive if stranded there. Add a sunbed placed further up the beach, clearly dry and unoccupied, with no water or jellyfish nearby, emphasizing it is unsuitable for marine life. Show a pail (bucket) on the sand, possibly overturned or empty or containing only a small amount of water, far too little to support life, making it visually implausible for a jellyfish to stay alive inside it. Slightly disrupt the sand to imply something buried, such as a faint mound, but do not show any creature beneath it, implying that “under the sand” is an incorrect and lifeless location. Ensure only the sea area contains the jellyfish and any signs of life. Avoid adding any unnecessary marine life, human figures, or objects not mentioned in the question. The overall composition should make it visually clear that the sea is the only environment where a jellyfish can stay alive, without any text or labels.
[1, 238, 1536, 409]
noam
Object Characteristics
{'gpt4o': [0, 0, 1536, 392], 'claude_sonnet_4': [0, 217, 1424, 350], 'qwen_vl_plus': [0, 241, 1539, 446], 'gemini_1.5_pro': [0, 373, 609, 627], 'human_1': [0, 246, 1532, 401], 'human_2': [0, 244, 1536, 375], 'human_3': [9, 248, 1535, 367]}
{'gpt4o': [1.0, 1.0, 1.0], 'claude_sonnet_4': [1.0, 1.0, 1.0], 'qwen_vl_plus': [1.0, 1.0, 1.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
8a137252ad6972fed9af723c4bb4adcf
Where would you put your foot if it is already covered in cloth?
['desk', 'shoe', 'ground', 'sock', 'table']
B
Generate a realistic scene centered around the lower half of a human leg that is already wearing a sock, clearly showing that the foot is already covered in cloth. Depict the scene described or implied by the question: The image should focus on a person sitting or standing, with one foot visibly wearing a sock, positioned above an open shoe (as if about to put it on). The shoe should be realistically sized, clearly empty, and placed on the ground directly in front of the sock-covered foot. Show visual evidence that supports the correct answer (✔ shoe): The foot, covered in a cloth sock, is hovering just above the open shoe, clearly about to go inside it. The angle of the foot and shoe should logically align, reinforcing that the shoe is the natural next step for a sock-covered foot. Ensure the incorrect options are visually excluded, contradicted, or made impossible: Desk: Include a nearby desk surface that is clearly too high and far from the foot to be a plausible option for placing a foot. Ground: The ground is already under the shoe and not the intended final placement—show the foot elevated from the ground, implying it is not being placed there directly. Sock: Clearly indicate that the foot is already covered by a sock—emphasize the fabric and texture to visually rule out the option of placing it into another sock. Table: Include a visible table in the background or side of the scene, but it should be occupied (e.g., with objects on it), far from the foot, or clearly not used for feet—making it implausible or inappropriate for stepping onto. Do not include any elements that are not mentioned or implied by the question or answer choices. No other objects (like a couch, bed, or carpet) should be in the image unless absolutely necessary for composition or realism. Do not include any text or labels in the image itself. The logic should be fully visual—allow the correct answer (shoe) to be deduced solely through composition, positioning, and context.
[34, 585, 208, 673]
noam
Functional Placement
{'gpt4o': [63, 473, 315, 606], 'claude_sonnet_4': [0, 0, 1024, 896], 'qwen_vl_plus': [312, 0, 979, 674], 'gemini_1.5_pro': [579, 32, 710, 358], 'human_1': [44, 584, 204, 674], 'human_2': [43, 585, 202, 672], 'human_3': [43, 575, 195, 666]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
8ac8bb247b57c63794da976f427047cd
What is it healthy to eat the skin of?
['melon', 'tomato', 'chicken', 'fish', 'people']
A
Create a bright, modern home kitchen viewed at eye level. In the background show stainless‐steel appliances (refrigerator, built‐in oven, microwave), white subway‐tile backsplash, hanging pots over a gas range, and a window above the sink letting in soft natural daylight. In the foreground on a marble countertop, arrange three main groupings: 1. **Fruit & Vegetable Bowl** - A large ceramic bowl holding a whole, uncut melon. - Nestled beside the melon in the same bowl: a single tomato, skin fully intact. 2. **Roasted Chicken Tray** - A shallow roasting pan filled with roasted chicken. - Surround the chicken with caramelized roasted vegetables (carrots, potatoes), their skins golden and crisp. 3. **Roasted Fish Tray** - A separate roasting pan holding a roasted fish fillet. - Arrange the same style of roasted vegetables around the fish. At the sink to the right, show a fully visible woman in an apron washing a dish under running water. Use realistic textures and warm, natural lighting.
[64, 562, 271, 769]
eliya
Object Characteristics
{'gpt4o': [293, 114, 364, 152], 'claude_sonnet_4': [0, 0, 1, 1], 'qwen_vl_plus': [62, 563, 274, 768], 'gemini_1.5_pro': [652, 661, 870, 808], 'human_1': [199, 706, 293, 769], 'human_2': [65, 570, 284, 770], 'human_3': [66, 565, 276, 787]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [1.0, 1.0, 1.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [0.0, 0.0, 0.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
8ad4670ea7c6929ede12325f22384e21
What device popular with children has two wheels?
['Bicycle', 'car', 'Motorcycle', 'Airplane', 'Boat']
A
Create a realistic outdoor scene showing five objects spaced apart: a bicycle, a car, a motorcycle, an airplane, and a boat. No people, text, or labels should appear. Support the correct answer ("bicycle"): Show a small, child-sized bicycle with exactly two wheels. Its design should clearly suggest it's meant for children (e.g., simple, colorful, compact). Visually rule out the incorrect options: Car: A full-sized, four-wheeled vehicle—too big for children. Motorcycle: Two wheels, but clearly adult-sized and motorized—unsuitable for kids. Airplane: Shown grounded, large, with more than two wheels and wings. Boat: On dry land or trailer, visibly without wheels. The image must make it logically clear that only the bicycle fits the description of a two-wheeled device popular with children.
[213, 662, 596, 968]
eliya
Object Characteristics
{'gpt4o': [126, 443, 392, 598], 'claude_sonnet_4': [0, 460, 295, 520], 'qwen_vl_plus': [193, 528, 467, 766], 'gemini_1.5_pro': [634, 179, 939, 403], 'human_1': [164, 663, 593, 961], 'human_2': [234, 666, 600, 969], 'human_3': [242, 660, 607, 963]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [1.0, 1.0, 1.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
8adc90ed047cb821793c84567a14d2e2
The skin was cut while chopping tomatoes, where was this skin likely cut?
['wrist', 'index finger', 'meat', 'body', 'elbow']
B
Create a realistic, well-composed kitchen scene that visually represents the aftermath of someone cutting themselves while chopping tomatoes. The central focus should be on a hand positioned next to a cutting board that has sliced tomatoes on it. One finger on the hand should have a small, fresh cut with a trace of blood to indicate it was injured during chopping. Ensure that this injury is clearly on the skin of the finger, with no indication that any meat (animal or otherwise) has been cut, and no visible parts of the body beyond the hand and arm. There should be no visual representation of people or elements implying "own family" or "good health." The setting should look like an ordinary kitchen workspace, emphasizing the causal link between chopping tomatoes and the cut on the finger. The goal is to make it visually obvious that the finger was the only plausible location of the cut, and to rule out all other options by their complete absence or inapplicability within the scene. No text, labels, or symbolic representations should be used—only concrete, realistic visual elements tied directly to the question.
[757, 682, 1163, 891]
nitzan
Cause and Effect
{'gpt4o': [900, 425, 1000, 525], 'claude_sonnet_4': [1178, 308, 1198, 328], 'qwen_vl_plus': [532, 398, 1204, 776], 'gemini_1.5_pro': [722, 596, 755, 628], 'human_1': [905, 711, 1027, 825], 'human_2': [905, 717, 1016, 823], 'human_3': [755, 698, 1035, 874]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
8e0859054bf7b7f8db3cacc74bb02620
Where is a student likely to put a binder before he goes to school?
['bed', 'windowsill', 'bookshelf', 'table', 'backpack']
E
Generate a hyper-realistic indoor study corner scene featuring exactly these five elements—nothing more: Tall wooden bookshelf (left side of frame) packed with colorful hardcover books, and a single three-ring binder standing upright on the middle shelf, its spine facing outward. Neatly made single bed (center-right) with a pillow and beige blanket, positioned against a plain wall. Windowsill under a large window (top-right) holding only a small terracotta pot with a green plant. Simple wooden desk (foreground) with a black metal frame; on its surface are three scattered pens (two blue, one red) and an open notebook. Empty black study chair beside the desk, with a backpack draped over its backrest. Do not include any other objects (no labels, no text). Visually emphasize that the binder belongs on the bookshelf—no binder on the bed, windowsill, desk, or chair.
[843, 645, 1009, 987]
noam
Systematic Organization
{'gpt4o': [560, 450, 690, 650], 'claude_sonnet_4': [0, 0, 1, 1], 'qwen_vl_plus': [798, 610, 965, 943], 'gemini_1.5_pro': [629, 838, 944, 999], 'human_1': [908, 742, 1014, 993], 'human_2': [852, 636, 1011, 991], 'human_3': [887, 641, 1014, 981]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [1.0, 1.0, 1.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
9124431e7214a8a0bc3957bb97f1dee0
A man with a fishing rod wants to start fishing. He need hook and what?
['fish', 'worm', 'leaf', 'a piece of meat', 'a fishing net']
B
Create a realistic outdoor scene by a freshwater lake or riverbank. A man stands near the water, holding a fishing rod. The focus is on the fishing hook at the end of his line, which is clearly visible in the foreground or mid-ground. Compose the scene so that all five answer options (worm, small fish, leaves, fishing net, piece of meat) are physically present somewhere in the image, but only one (the worm) is logically or functionally placed on the fishing hook as bait. 1. Depict the scene described or implied by the question: Place the man near the edge of the water in a realistic fishing environment—natural shoreline, reeds or rocks, calm water. The fishing rod is active and the hook is clearly visible, either dangling or just above the water. 2. Show visual evidence that supports the correct answer: Thread a realistic worm onto the hook—wriggling, moist, and appropriately sized for fishing. It must be clearly the bait and visually central to the fishing setup. 3. Ensure the incorrect options are visually excluded, contradicted, or made impossible based on what appears: Small fish: Include a small fish, but show it swimming freely in the water, not on or near the hook. This visually rules it out as bait. Leaves: Add a few fallen leaves scattered on the ground near the fisherman or floating far from the hook, but not on the fishing line or bait. Fishing net: Show a fishing net leaning unused against a tree or lying rolled up on the ground, indicating it’s not part of the current action. Piece of meat: Depict a raw meat chunk (e.g., a small slab or scrap) placed on a nearby rock or tackle box, clearly separate from the hook and unused. 4. Do not include any elements that are not mentioned or implied by the question or answer choices. Keep the composition focused and free of extraneous objects or distractions. No extra people, animals, or unrelated tools. 5. Do not include any text or labels in the image itself. The logic and correctness must be inferred solely through visual placement, relationships, and clarity.
[490, 1407, 599, 1477]
eliya
Task Steps and Requirements
{'gpt4o': [425, 550, 510, 615], 'claude_sonnet_4': [1044, 1356, 1108, 1398], 'qwen_vl_plus': [419, 0, 762, 473], 'gemini_1.5_pro': [901, 490, 969, 576], 'human_1': [488, 1399, 608, 1482], 'human_2': [755, 1011, 947, 1106], 'human_3': [470, 1384, 615, 1490]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [0.0, 0.0, 0.0], 'human_3': [1.0, 1.0, 1.0]}
92bb7aaa89995bcbf4577327e96c66f0
Where does a potato become softer?
['kitchen sink', 'table', 'blender', 'pantry', 'pot']
E
Create a realistic indoor kitchen scene that visually represents the logic of the question: "Where does a potato become softer?" Depict the scene described or implied by the question: The focal point of the scene should be a cooking pot on a lit stove burner, with steam rising from it to indicate it is hot and in use. Inside the pot, show potatoes submerged in boiling water or just above the surface, clearly softening or already softened (some pieces slightly broken or softened to show change in texture). Show visual evidence that supports the correct answer (✔ pot): Use lighting and composition to draw the viewer’s eye toward the pot. Add small visual cues such as bubbling water, a cooking spoon nearby, or condensation on the pot lid to emphasize active cooking. Ensure the incorrect options are visually excluded, contradicted, or made impossible based on what appears: Show a kitchen table in the background with raw, uncut potatoes resting untouched—clean, dry, and firm—indicating no softening is occurring there. Include a kitchen sink that is empty or has dishes unrelated to potatoes, clearly clean and dry inside. Feature a blender on the counter with the lid on and no potatoes in or near it, implying it hasn’t been used and does not apply to the scenario. Show a pantry door slightly ajar, with shelves of non-perishable goods and a bag of raw potatoes still in storage, clearly not being cooked or altered. Do not include any text or labels in the image itself. Do not include any unrelated objects or scenes not mentioned or implied by the question or answer choices.
[229, 406, 677, 660]
nofar
Cause and Effect
{'gpt4o': [149, 198, 438, 466], 'claude_sonnet_4': [225, 245, 355, 375], 'qwen_vl_plus': [209, 326, 517, 548], 'gemini_1.5_pro': [400, 167, 622, 616], 'human_1': [293, 408, 602, 648], 'human_2': [281, 408, 654, 675], 'human_3': [301, 421, 596, 641]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [1.0, 1.0, 1.0], 'gemini_1.5_pro': [1.0, 1.0, 1.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
948e418bfd3bbe18fe74f27b9a1f5aee
The curious child had many balloons, he released one to see what would happen and watch as in floated into the what?
['sky', 'home', 'field', 'school', 'pergula']
E
Create a visually realistic and cohesive outdoor scene that represents the moment a curious child releases a helium balloon. The composition should focus on a young child standing in an open area, having just let go of one brightly colored helium balloon. The balloon is shown visibly rising upward into a clear blue sky with a few scattered clouds. The child is looking up, emphasizing the upward motion and curiosity. Depict the scene described or implied by the question: The setting is clearly outside during daytime. The child is depicted with a small bunch of remaining helium balloons in hand, confirming they had "many." One balloon is clearly separated and rising upward above the child. Show visual evidence that supports the correct answer ("sky"): The lone released balloon is shown in mid-air, ascending high above the child into the open sky, reinforcing the idea that it is "floating into the sky." Ensure the incorrect options are visually excluded, contradicted, or made impossible based on what appears: There is no ceiling present—no indoor elements like walls, furniture, or enclosed space, ruling out "ceiling." The balloon is rising, not descending—this visually contradicts "floor." The scene is already set outside—making "outside" redundant and illogical as a destination. There are no visible fairgrounds—no rides, booths, tents, or crowds—visually eliminating "fairgrounds." Do not include any elements that are not mentioned or implied by the question or answer choices. Avoid adding any signage, people besides the child, or props not directly related to helium balloons and the outdoor setting. No textual elements or labels in the image.c the child need to be outside the house under pergola - holding all the balloons , above the pergola should be sky
[5, 225, 1018, 611]
eliya
Object Characteristics
{'gpt4o': [100, 0, 768, 200], 'claude_sonnet_4': [0, 0, 900, 200], 'qwen_vl_plus': [319, 492, 518, 760], 'gemini_1.5_pro': [0, 0, 80, 64], 'human_1': [3, 0, 1024, 196], 'human_2': [12, 6, 1015, 202], 'human_3': [5, 0, 1024, 658]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [0.0, 0.0, 0.0], 'human_2': [0.0, 0.0, 0.0], 'human_3': [1.0, 1.0, 1.0]}
9785f452c949c6db50a7162aea120437
Where would you store potatoes in the home?
['pantry', 'kitchen', 'fridge', 'table', 'basket']
E
Depict the scene described or implied by the question: Create a naturalistic kitchen or household interior scene, representing a typical home. The environment should be logically organized and visually realistic, showing multiple plausible storage locations for food items. Position a pantry, a fridge, a kitchen counter, a table, and a woven basket all within the same image—distributed clearly so each is visible but none overly emphasized. The pantry should be a closed or slightly open cabinet with visible shelves and typical dry goods inside, subtly suggesting it's the main food storage area. The fridge should appear closed, cold, and clean, possibly with magnets or condiments outside—visually fitting for cold-storage use. The kitchen should be shown as the broader space—countertops, stove, sink—but with no indication that food is stored loosely there. The table should be bare or set for a meal but not used for storage. The basket may be placed on the floor or under a counter, possibly with unrelated items like magazines or fruit—not chips. Show visual evidence that supports the correct answer: Place a clearly visible, open bag of potato chips partially tucked onto a shelf inside the pantry—subtle but identifiable. The chips should appear naturally stored there among other dry foods like crackers, cereal boxes, or cans, reinforcing the logic of storing chips in a pantry. To add ambiguity: Near the table, place a small plate with crumbs or leftover food—but no chips—implying recent eating, not storage. On the kitchen counter, place general items like a fruit bowl or utensils—but no chips. The fridge and basket should be empty of chips or have unrelated contents (e.g., vegetables in fridge drawers, towels in basket), suggesting they are not viable storage spots without making it overly obvious. Do not include any elements that are not mentioned or implied by the question or answer choices. Avoid adding unrelated storage places (e.g., drawers, closets) or introducing characters, labels, or pets. Keep the focus on the specified five options only. Do not include any text or labels in the image itself. The image should be completely free of written hints, labels, or visual annotations—let the scene’s visual logic guide the judgment.
[94, 641, 273, 807]
noam
Systematic Organization
{'gpt4o': [53, 217, 149, 310], 'claude_sonnet_4': [0, 0, 435, 800], 'qwen_vl_plus': [102, 619, 243, 758], 'gemini_1.5_pro': [31, 53, 284, 582], 'human_1': [399, 173, 829, 607], 'human_2': [105, 646, 259, 798], 'human_3': [329, 783, 552, 943]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [1.0, 1.0, 1.0], 'qwen_vl_plus': [1.0, 1.0, 1.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [0.0, 0.0, 0.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [0.0, 0.0, 0.0]}
a205958814099cfe32b426436031ddf8
Where is a fire extinguisher likely to be found behind the seat?
['school bus', 'house', 'garden', 'stairwell', 'garage']
A
Depict the scene described or implied by the question: Create a realistic indoor–outdoor hybrid scene that captures a variety of everyday environments in a way that feels natural and lived-in. The image should include five distinct settings or structures, each clearly representing one of the five answer choices, arranged within the same composition. The lighting should be bright and neutral to maintain visual clarity across all areas. The image must subtly confuse the viewer by making all options visually present, yet only one element—the school bus—should be logically and contextually supported by visual evidence as the correct answer for where a fire extinguisher is likely to be found behind the seat. Scene Composition and Visual Logic: ✔ School Bus (Correct Answer): Include a clear view of a traditional yellow school bus, either parked or partially visible in the scene. Its door can be open or window visible, and there should be a hint of interior details, such as passenger seats. Make sure a fire extinguisher is subtly visible behind the driver’s seat or mounted just behind the front row — it should be slightly obscured by the seatback but still identifiable. This is the only answer that visually and logically supports the idea of a fire extinguisher located behind the seat. ✘ House: Include the facade or interior of a cozy home nearby — possibly through an open front door or window — showing a living room or hallway with no visible signs of emergency equipment. Ensure there is no fire extinguisher or seating arrangement that implies one hidden behind a seat. ✘ Garden: Show a vibrant outdoor garden space with plants, flowers, a bench, and gardening tools. There should be no fire extinguisher, nor any seat where one could realistically be hidden behind. ✘ Stairwell: Display an indoor building stairwell with concrete or metal steps, handrails, and maybe an exit sign or door. There might be a wall-mounted fire extinguisher nearby, but none positioned behind a seat — because no seats should logically exist in a stairwell. ✘ Garage: Show a cluttered home or auto garage with tools, a workbench, and perhaps car parts or bicycles. A fire extinguisher might be wall-mounted, but never behind a seat — again, this breaks the spatial logic implied by the question. Important Visual Rules: Include exactly one visual representation of each answer choice. Do not include any text, signage, or labels. Do not place more than one fire extinguisher in the image. Only the school bus should include a fire extinguisher positioned behind the seat. The incorrect answer options should appear plausible to introduce confusion, but they must not logically support the premise when closely inspected. This setup ensures a fair but challenging multiple-choice reasoning task based entirely on visual logic.
[1324, 173, 1518, 834]
nofar
Systematic Organization
{'gpt4o': [768, 432, 832, 576], 'claude_sonnet_4': [1089, 178, 1421, 509], 'qwen_vl_plus': [774, 356, 819, 472], 'gemini_1.5_pro': [463, 625, 515, 727], 'human_1': [1251, 20, 1536, 842], 'human_2': [1249, 66, 1536, 890], 'human_3': [1317, 98, 1535, 834]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
a261d4eaf8b33c0730d830ebbffbd9f8
What should I do next for cooking my spaghetti?
['spaghetti', 'stove under the pot', 'water', 'pan', 'tomato sauce']
B
A neatly organized kitchen countertop setup prepared for cooking pasta. On the left, a package of uncooked spaghetti lies on a beige countertop. In the center, a clear glass pot filled with water sits on a stove burner, covered with a matching glass lid. Next to it, a blue cylindrical salt container labeled 'SALT' in bold white letters is placed upright. On the right side, a black frying pan filled with red tomato sauce is heating on another burner. The backsplash features clean, white subway tiles, and the cabinets below are made of medium brown wood. The scene is well-lit and tidy, with no people present.
[522, 618, 716, 691]
nitzan
Task Steps and Requirements
{'gpt4o': [234, 291, 406, 419], 'claude_sonnet_4': [365, 314, 577, 526], 'qwen_vl_plus': [172, 486, 239, 538], 'gemini_1.5_pro': [402, 566, 626, 613], 'human_1': [444, 621, 840, 691], 'human_2': [519, 592, 757, 706], 'human_3': [514, 636, 669, 683]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
a662c9971a497d601c5be888670d10ae
Who is in a rush?
['woman holding a glass', 'man with dark blue shirt', 'kid eating pizza', 'woman eating salad', 'man with a brown jacket']
E
A panoramic view inside a cozy, warmly lit restaurant with exposed brick walls and wooden furniture. Multiple groups of people are seated at different tables. The main focus is on a man in a suit sitting at the back of the restaurant, eating pasta while holding his tie and checking his wristwatch — clearly in a rush. Around him are other patrons: a joyful family laughing at their table, a boy with large headphones eating a slice of pizza, a couple enjoying salad and pizza on a date, a young woman working on a laptop, and two friends drinking colorful cocktails. All characters are naturally posed and interacting realistically in the restaurant setting. The composition must clearly indicate only the man in the suit is in a rush, while everyone else is relaxed. Do not add any extra objects or people not mentioned.
[831, 277, 1398, 941]
nitzan
Human and Animal Behavior
{'gpt4o': [820, 300, 1120, 600], 'claude_sonnet_4': [0, 0, 1, 1], 'qwen_vl_plus': [631, 220, 1105, 714], 'gemini_1.5_pro': [276, 564, 901, 929], 'human_1': [835, 276, 1407, 913], 'human_2': [814, 284, 1436, 924], 'human_3': [850, 297, 1363, 875]}
{'gpt4o': [1.0, 1.0, 1.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
a69bd1bf3c06a233d696a00d71a9db36
Why should I take my dog to the veterinarian?
['Nutella box', 'vegtable on the floor', 'dog is sleeping', 'horror movie', 'ball']
B
A home interior scene, zoomed out to show a wider area of a living room and kitchen. The main visual focus should be on a jar of Nutella placed on the kitchen counter in the foreground. In the background, a dog is sleeping on a mat on the floor, with avocado paste visible on its mouth. Somewhere else on the floor, but not near the dog and not emphasized, is a bitten avocado half. Also in the scene: a TV turned on with a horror movie in the background and a ball placed on a couch — these elements should be present but subtle. No other animals, people, or unrelated objects should appear.
[1195, 825, 1286, 898]
nitzan
Cause and Effect
{'gpt4o': [581, 348, 667, 413], 'claude_sonnet_4': [0, 0, 1, 1], 'qwen_vl_plus': [502, 471, 1013, 691], 'gemini_1.5_pro': [580, 425, 824, 818], 'human_1': [1190, 820, 1286, 898], 'human_2': [1182, 815, 1309, 906], 'human_3': [1187, 836, 1291, 893]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
a69e0f087619bdac77c9d0a4db588b1f
What do you receive a new credit card in?
['box', 'resturant', 'wallet', 'envelope', 'purse']
D
Question: What do you receive a new credit card in? Answer options: ✔ envelope ✘ purse ✘ wallet ✘ box ✘ text message Depict the scene described or implied by the question: Create a realistic indoor scene set on a typical home desk or kitchen counter. The focus should be on a newly opened envelope placed on the surface, with a new credit card partially pulled out or resting just beside the envelope to show it was inside. No people should be present, and the environment should feel everyday and plausible—neutral lighting, natural background. Show visual evidence that supports the correct answer: The envelope must appear recently opened (e.g., torn flap or lifted lid) and be the only container that logically could have held the credit card. The credit card should be positioned in a way that clearly connects it to the envelope—lying right next to it or halfway out of it. This creates a direct visual link between the envelope and the new card. Ensure the incorrect options are visually excluded, contradicted, or made impossible based on what appears: A purse and wallet should not be present anywhere in the image. No box should appear on the table or in the scene. There should be no phone, screen, or electronic device visible—making a text message delivery clearly impossible. Restrictions: Do not include any text, labels, branding, or logos on the card, envelope, or other objects. Do not include any objects that are not implied by the question (e.g., keys, documents, pens).
[625, 111, 967, 360]
nofar
Object Characteristics
{'gpt4o': [428, 108, 740, 290], 'claude_sonnet_4': [1050, 150, 1280, 300], 'qwen_vl_plus': [408, 561, 692, 713], 'gemini_1.5_pro': [120, 512, 471, 999], 'human_1': [680, 115, 960, 355], 'human_2': [654, 105, 986, 380], 'human_3': [705, 129, 954, 352]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
a7be27a64aad72c029f05a2c7fc6d55f
Who might not be able to play?
['the kid with the white hat', 'the kid with the blue shirt', 'the old lady', 'the dog', 'the man with the sunglasses']
A
A clean and minimal tennis court scene. In the foreground, resting against a wall, is a single tennis racket with a clearly torn net — the strings are visibly broken. Near the racket, several tennis balls are scattered. In the background, a tennis field with a proper net is visible. Two boys are standing on the court; one of them is holding an intact racket, and the other has a hat on his head. However, nothing else appears damaged or problematic — only the torn racket clearly suggests why he might not be able to play.
[1044, 94, 1227, 687]
nitzan
Human and Animal Behavior
{'gpt4o': [119, 190, 353, 513], 'claude_sonnet_4': [384, 0, 1344, 896], 'qwen_vl_plus': [819, 84, 956, 543], 'gemini_1.5_pro': [230, 109, 840, 290], 'human_1': [1040, 100, 1234, 688], 'human_2': [1042, 90, 1260, 717], 'human_3': [1058, 108, 1219, 673]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
a89fecc27192efbd67629bec05d64b10
James raked fallen leaves into a pile. Where might he leave the pile?
['garbage', 'roof', 'garden', 'tree', 'ground']
A
Create a realistic, outdoor autumn scene in a backyard or park. In the center of the image, show James—an average adult male—standing near a clearly visible pile of freshly raked fallen leaves on the ground. The leaves should be scattered around the yard and visibly gathered into the pile using a rake lying nearby. Surrounding this setup, subtly include visual cues to rule out the incorrect answers: Tree: Show trees in the background with leaves still on branches and more leaves on the ground, but ensure no pile is situated in or near the branches or base of any tree. Garden: Include a small, tidy garden bed with flowers or vegetables nearby, clearly untouched and with no leaves in or around it. Roof: Show the roof of a nearby house or shed, visibly clean and inaccessible from the ground, with no sign of leaves or activity on it. Garbage: Include a trash bin or garbage area at the edge of the scene with the lid closed or clearly not meant for leaves, showing no interaction between James and the garbage. Ensure the pile is only on the ground, well-lit and central in the composition, with shadows and details that reinforce it is intentionally left there. The environment should look natural and logically consistent with someone raking leaves into a pile in autumn. Do not include any text, labels, or symbols. The image should convey the answer logically through visual reasoning alone.
[888, 614, 1024, 774]
nofar
Object Characteristics
{'gpt4o': [423, 520, 580, 690], 'claude_sonnet_4': [0, 0, 1, 1], 'qwen_vl_plus': [504, 897, 812, 1163], 'gemini_1.5_pro': [417, 890, 514, 951], 'human_1': [920, 616, 1013, 760], 'human_2': [908, 603, 1021, 780], 'human_3': [911, 631, 1006, 760]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
ab25d7f5b654233776dbea4d9ed9267d
What body part does dirt sometimes get under?
['finger nails', 'nose', 'lips', 'armpit', 'neck']
A
**Depict the scene described or implied by the question.** A photorealistic side-view of a man framed from the top of his head down to his knees. He stands beside a small pile of loose garden soil at waist height. Only his right side is visible: the right arm reaches toward the soil, the right leg supports his weight in a natural stance. The rest of his body is softly out of frame or blurred. **Show visual evidence that supports the correct answer.** Focus sharp detail on his right hand hovering over the soil. The camera angle reveals his right fingernails with dark brown earth lodged under the nail beds. Subtle directional lighting accentuates the soil’s texture beneath those nails, making this the only spot where dirt appears. **Ensure the incorrect options are visually excluded, contradicted, or made impossible based on what appears.** * His nose and lips are visible in profile but remain perfectly clean—no earth, smudges, or discoloration. * His neck (just below the jawline) and his exposed right armpit (slightly peeking as his arm is raised) are shown but free of any soil. * His right knee and lower leg—fully in frame—bear no trace of dirt. By depicting these areas without any soil, the image rules out “nose,” “lips,” “armpit,” and “neck” as possible locations for dirt. **Do not include any elements that are not mentioned or implied by the question or answer choices.** Omit any gardening tools, extra plants, insects, background scenery, text, or labels. **Do not include any text or labels in the image itself.**
[502, 1433, 542, 1477]
eliya
Object Characteristics
{'gpt4o': [440, 620, 530, 760], 'claude_sonnet_4': [0, 1000, 1000, 1400], 'qwen_vl_plus': [270, 956, 451, 1203], 'gemini_1.5_pro': [794, 489, 998, 998], 'human_1': [488, 1428, 588, 1528], 'human_2': [504, 1439, 537, 1478], 'human_3': [482, 1413, 559, 1484]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
ad96098698b8378b2e79c6424920ffbd
Who is probably consumes statins?
['dog', 'bird in the cage', 'baby in the stroller', 'person on the mat', 'man on the sofa']
E
An indoor living room scene. The focus is on an elderly person sitting on a couch watching television. The person appears relaxed, dressed casually, and of noticeably advanced age (e.g., gray hair, wrinkles). In the same room, clearly separated and visible in the scene, are the following elements: a dog lying on a rug, a baby seated in a stroller, a child playing with LEGO bricks on the floor, and a parrot inside a cage on a stand. The setting must be a normal household interior. No medical labels or text. No medicine containers. The elderly person should be the only figure logically associated with statin use based on age and context. Do not include any elements outside of these specific characters.
[1027, 266, 1413, 631]
nitzan
Human and Animal Behavior
{'gpt4o': [757, 59, 1119, 533], 'claude_sonnet_4': [1044, 264, 1360, 576], 'qwen_vl_plus': [715, 213, 1106, 670], 'gemini_1.5_pro': [278, 611, 811, 943], 'human_1': [915, 266, 1384, 849], 'human_2': [902, 258, 1420, 880], 'human_3': [1001, 250, 1421, 636]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [1.0, 1.0, 1.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
bb2102e469e0539774c077aaeb6508c3
What could not cast a shadow?
['ground', 'bridge', 'people', 'cloud', 'building']
A
*Depict the scene described or implied by the question.* A grand stone bridge spans the frame, filling most of the composition. On and around the bridge are a handful of people walking or leaning on the railing. Above them, a single puffy white cloud floats in a clear blue sky. In the far distance, on one side of the valley, a solitary building silhouette rises just above the horizon. *Show visual evidence that supports the correct answer.* Use completely diffused, even lighting—no object in the scene casts a shadow. The ground itself occupies only a narrow band at the very bottom edge of the image, subtly hinted but never taking up more than 10–15% of the frame. *Ensure the incorrect options are visually excluded, contradicted, or made impossible based on what appears.* Because every element (bridge, people, cloud, building) shows no evidence of casting a shadow under the diffuse light—but ground is almost unseen and likewise shows no shadow—the viewer is led to deduce that it’s the ground that cannot produce a shadow. *Do not include any elements that are not mentioned or implied by the question or answer choices.* Only the bridge structure, people, cloud, distant building, flat ground strip, sky, and an implied light source (sunlight through cloud) appear—no labels, text, foliage, vehicles, animals, or other props. *Do not include any text or labels in the image itself.* **Objective:** Create a realistic outdoor scene with soft, shadow-free illumination so that the tiny visible portion of ground is the only element that logically “could not cast a shadow.”
[1, 1004, 1024, 1024]
eliya
Object Characteristics
{'gpt4o': [336, 59, 457, 160], 'claude_sonnet_4': [285, 108, 410, 280], 'qwen_vl_plus': [197, 120, 534, 286], 'gemini_1.5_pro': [118, 196, 266, 477], 'human_1': [0, 1004, 1024, 1024], 'human_2': [3, 1001, 1024, 1024], 'human_3': [4, 972, 1024, 1024]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
be49aa594160cf01e0ab5c9d2a45bf42
Where can you store candy to keep it from going stale?
['jar', 'Refrigerator', 'Freezer', 'glass', 'bowl']
A
Depict a spacious, high-end kitchen with marble countertops, warm ambient lighting, and stainless-steel appliances. In the background, against a tiled backsplash, place a clear glass jar with a metal clasp and visible silicone gasket, tightly sealed—off to the right, partially obscured by soft focus. In the midground and foreground, include all other storage options, each clearly empty and unsealed: * A built-in refrigerator and matching freezer, both doors fully closed, their sleek panels reflecting the kitchen lights. * A plain drinking glass standing upright on the countertop. * A shallow bowl containing a colorful assortment of fresh fruit. Populate the rest of the kitchen with implied everyday elements: a built-in oven below a cooktop, a stainless-steel toaster oven on the counter, a large bowl of mixed vegetables next to the toaster, and, on a nearby shelf or countertop corner, two clear jars filled with cornflakes. Do not include any text, branding, or extraneous items. The composition—luxurious kitchen, closed fridge and freezer, unsealed glass and bowl up front, sealed jar in the background—makes it visually obvious that only the airtight **jar** can keep candy from going stale.
[1363, 468, 1524, 642]
eliya
Systematic Organization
{'gpt4o': [25, 95, 375, 640], 'claude_sonnet_4': [1251, 347, 1301, 397], 'qwen_vl_plus': [1062, 371, 1198, 514], 'gemini_1.5_pro': [89, 0, 739, 729], 'human_1': [593, 0, 973, 178], 'human_2': [1356, 464, 1531, 645], 'human_3': [1340, 450, 1536, 657]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [0.0, 0.0, 0.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
bed9fb7dbd32f3228a1ae8dbf6aed2f6
Billy bought pencils and put them in his what?
['table', 'kitchen sink', 'pencil pouch', 'cabinet', 'night stand']
C
Create a realistic, indoor school or study setting focused on Billy—a young school-aged child—sitting at a desk or table. In front of him, clearly show a pencil pouch that is partially unzipped, with a few pencils visibly being placed into it or already inside. The pouch should be well-lit and clearly central to the action, making it obvious that this is where the pencils are being stored. Surrounding this scene, subtly include visual cues for the incorrect options, ensuring each is logically ruled out: Table: If a table is shown (e.g., where Billy is sitting), make sure it is bare or only used as a work surface, with no indication that pencils are being stored on or in it. Kitchen sink: Include a distant view of a kitchen area (e.g., background or through a doorway), where the sink is visibly clean and empty, with no pencils or school supplies near it. Cabinet: If a cabinet is included, depict it closed or with visible contents unrelated to school supplies (e.g., plates or food items) to clearly indicate pencils are not stored there. Night stand: Optionally, show a bedroom corner with a nightstand that holds typical items like a lamp or clock, but no pencils or writing supplies on or inside it. Use natural lighting and a realistic color palette to ground the scene. Focus composition and visual storytelling so that only the pencil pouch logically serves as the correct answer to the question. Do not include any labels, question text, or answer choices in the image itself.
[195, 499, 483, 634]
nofar
Systematic Organization
{'gpt4o': [289, 254, 473, 336], 'claude_sonnet_4': [0, 0, 1280, 853], 'qwen_vl_plus': [165, 402, 367, 503], 'gemini_1.5_pro': [494, 154, 604, 316], 'human_1': [213, 501, 465, 635], 'human_2': [195, 496, 498, 641], 'human_3': [203, 502, 467, 632]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
c1b9240f3112fb89b38eef9210d92056
Where might a snake slither out of?
['underbrush', 'stone', 'lake', 'creeks', 'land']
A
Depict a natural, detailed outdoor environment with a clear view of four distinct terrain features: a patch of dense underbrush, a large flat stone, a small lake, a narrow creek, and a section of open, bare land. Arrange these elements so that they are all visible within the same scene, each clearly identifiable and spatially distinct from the others. Show visual evidence that supports the correct answer, "underbrush," without depicting a snake. Emphasize the underbrush as a dark, tangled, dense area where something could logically be hidden or emerge from. The vegetation should appear disturbed—flattened slightly or parted—hinting at recent movement. Twigs may be bent, or leaves pushed aside, suggesting something has passed through. This creates a logical implication that something (like a snake) could slither out from this specific location. Ensure the incorrect options are visually excluded, contradicted, or made implausible: Stone: Show a flat stone resting solidly on the ground with no space beneath or around it for anything to emerge from—completely sealed against the earth. Lake: Present a calm, open lake with no reeds, shore debris, or logical hiding place nearby for a snake. Make the shoreline clean and inaccessible. Creeks: Depict a narrow, clear creek with swiftly moving water. Its edges should be wet and muddy but show no signs of disturbance, and no vegetation or rocks that could hide anything at the edges. Land: Show open, compacted bare earth—dry, exposed, and flat—without any cover or holes. This surface should make it visually implausible that anything could be concealed there. Do not depict a snake or any animals. Rely purely on environmental clues and logical implications in the terrain. Do not include any text, symbols, or labels. The image should visually demonstrate that the only place from which a snake might logically slither is the underbrush, while all other labeled elements clearly lack the necessary conditions for concealment or emergence.
[0, 354, 787, 649]
eliya
Object Characteristics
{'gpt4o': [184, 109, 322, 367], 'claude_sonnet_4': [0, 0, 580, 700], 'qwen_vl_plus': [258, 267, 439, 401], 'gemini_1.5_pro': [5, 0, 478, 443], 'human_1': [0, 9, 846, 643], 'human_2': [16, 551, 668, 849], 'human_3': [291, 279, 659, 655]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [1.0, 1.0, 1.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [0.0, 0.0, 0.0]}
c261646239ecc06206c1c5e81d4f6bf1
Where do monkeys hang out?
['fountain', 'branches', 'cage fences', 'behind the tree', 'on the floor']
B
Depict the scene described or implied by the question: Create a vibrant, natural jungle environment in daylight, filled with dense trees, leafy canopies, and multiple elements that might plausibly attract or host a monkey. The scene should show several potential locations corresponding to the answer choices, each clearly visible but not labeled or emphasized over the others. Include the following distinct and spatially separated elements: A tall central tree with visible tree tops, showing branches and foliage suitable for climbing, swinging, and perching. A stone fountain positioned in a clearing, full of water, possibly with tropical birds or vines around it to make it look natural but unrelated to monkey behavior. A metal cage with chain-link fences partially visible to the side, empty or open, subtly suggesting past or artificial captivity. A tree trunk in the foreground with an area behind it partially obscured by foliage—visually accessible but clearly not where any animals are located. The ground or forest floor visible in some areas, with scattered leaves, sticks, or fruits, but no animals engaging with it. Show visual evidence that supports the correct answer: Place a group of monkeys actively engaging in the tree tops—swinging, sitting on branches, grooming each other—clearly visible and interacting naturally with the canopy. They should be physically elevated and fully integrated into the treetop environment, emphasizing that this is their habitat. Ensure that no monkeys are interacting with the other potential answer areas: The fountain should appear untouched by animals. The cage fences should look abandoned or uninhabited. The area behind the tree should be visually accessible but clearly empty. The floor should look peaceful and undisturbed, with no monkeys nearby. Do not include any elements that are not mentioned or implied by the question or answer choices. Keep the visual setting consistent with a realistic jungle and avoid adding extra animals, humans, signage, or objects unrelated to the provided answer options. Do not include any text or labels in the image itself.
[421, 610, 905, 826]
noam
Systematic Organization
{'gpt4o': [285, 192, 507, 465], 'claude_sonnet_4': [400, 350, 500, 450], 'qwen_vl_plus': [138, 29, 679, 304], 'gemini_1.5_pro': [32, 162, 258, 796], 'human_1': [453, 599, 896, 858], 'human_2': [485, 599, 893, 854], 'human_3': [454, 597, 948, 799]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
c428412a660f34965772a7389ce58e0a
Why is he prone to have an accident?
['sea water', 'tanning', 'sign', 'castle', 'flag']
C
A sunny day at a quiet beach with golden sand and calm blue-green ocean waves under a clear blue sky. In the foreground, a detailed sandcastle with multiple towers sits on the sand. Nearby, a woman in a blue bikini is lying face-down on a towel, sunbathing while reading an open book. To her left, a metal sign is posted in the sand, displaying a 'NO SWIMMING' warning with a red circle and slash over a swimmer icon. Despite the sign, a man is seen waist-deep in the ocean, walking further into the water. A small white flag on a pole is planted in the sea, gently waving in the breeze. The beach is otherwise empty and peaceful, evoking a slightly ironic or humorous contrast.
[686, 595, 812, 738]
nitzan
Cause and Effect
{'gpt4o': [539, 469, 715, 580], 'claude_sonnet_4': [659, 596, 809, 738], 'qwen_vl_plus': [0, 0, 1, 1], 'gemini_1.5_pro': [564, 690, 717, 786], 'human_1': [698, 600, 808, 733], 'human_2': [671, 581, 822, 839], 'human_3': [694, 601, 800, 735]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [1.0, 1.0, 1.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
c75e8b11fb63e88325be325678c1e4a8
He was in a rush and forgot his socks, what did he double check before leaving the hotel?
['bed', 'shoes', 'suitcase', 'his pockets', 'closet']
C
Depict the scene described or implied by the question: Create a realistic hotel room environment in the early morning or late checkout context, implying a rushed departure. The scene should include one visual representation for each of the answer options, composed in a way that introduces subtle confusion but only logically supports the correct answer — the suitcase — as the item he would reasonably double-check before leaving. Scene Composition and Visual Logic: Suitcase (✔ correct answer): Position the suitcase near the room door, half-zipped or standing upright on a luggage rack, with items inside slightly visible (e.g., clothes or toiletries). The man should be visually implied to be interacting with or glancing at the suitcase — for example, a hand reaching for the handle or items neatly arranged around it — subtly suggesting that this was the final thing he checked before leaving. Bed (✘ incorrect): The bed should appear recently used — pillows displaced, blanket half-pulled — but not being inspected. No visual cues should suggest the person is checking under or on the bed. Shoes (✘ incorrect): The shoes should already be worn on his feet or placed neatly by the door, clearly not being the subject of inspection. This suggests he’s already dealt with them earlier. His Pockets (✘ incorrect): Imply he has already put on his clothes — perhaps a jacket and pants with nothing sticking out or suggestive gestures (like patting pockets). No motion or body language should suggest he’s checking his pockets. Closet (✘ incorrect): Show the hotel closet doors slightly open with empty hangers or untouched clothes inside. Ensure it’s visually clear that it hasn’t been recently accessed or interacted with. Do not include any elements that are not mentioned or implied by the question or answer choices. Do not include any text or labels in the image itself. Create one visual element from every possible answer option to confuse the viewer — but make only the correct one (suitcase) logically supported by the image context.
[757, 630, 998, 991]
nofar
Functional Placement
{'gpt4o': [476, 280, 641, 538], 'claude_sonnet_4': [0, 0, 1, 1], 'qwen_vl_plus': [598, 472, 650, 513], 'gemini_1.5_pro': [517, 745, 959, 978], 'human_1': [758, 512, 1003, 1014], 'human_2': [763, 516, 1008, 1024], 'human_3': [770, 631, 988, 968]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [1.0, 1.0, 1.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
c830d821e857afb10fb3895859c47557
Where do students stick gum in school?
['under table', 'whiteboard', 'classroom door', "teacher's desk", 'window']
A
A medium-wide shot of a sunlit classroom, showing empty student desk in the foreground. No chairs are visible. Three children sit in a circle in the center, playing board games and crayons. A student desk is set aside in the left corner so that only a small edge is visible. In the mid-ground, a tall wooden bookcase stands against the right wall. A small group of students cluster casually around it, browsing and chatting—no one is near the desk. At the front, a clean whiteboard is mounted on the wall, and directly beneath it sits the teacher’s desk. The teacher stands just to one side of that desk, facing the room. There is no gum or any text in the scene. The underside of the central student desk blends almost seamlessly with the floor tiles—no bright highlights or hands reaching in—making it the only subtly cued spot where gum could logically be stuck.
[0, 610, 213, 1024]
eliya
Systematic Organization
{'gpt4o': [274, 308, 518, 479], 'claude_sonnet_4': [0, 0, 1, 1], 'qwen_vl_plus': [819, 756, 1004, 807], 'gemini_1.5_pro': [375, 212, 647, 715], 'human_1': [0, 601, 216, 776], 'human_2': [3, 601, 207, 790], 'human_3': [1, 600, 216, 776]}
{'gpt4o': [0.0, 0.0, 0.0], 'claude_sonnet_4': [0.0, 0.0, 0.0], 'qwen_vl_plus': [0.0, 0.0, 0.0], 'gemini_1.5_pro': [0.0, 0.0, 0.0], 'human_1': [1.0, 1.0, 1.0], 'human_2': [1.0, 1.0, 1.0], 'human_3': [1.0, 1.0, 1.0]}
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