MMSI-Video-Bench: A Holistic Benchmark for Video-Based Spatial Intelligence
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2512.10863
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Published
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21
Runsen Xu
RunsenXu
AI & ML interests
Large Language Models, Multi-modal Learning, 3D Perception and Understanding, Self-supervised Learning
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MMSI-Video-Bench: A Holistic Benchmark for Video-Based Spatial Intelligence
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MMScan: A Multi-Modal 3D Scene Dataset with Hierarchical Grounded
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Multi-SpatialMLLM: Multi-Frame Spatial Understanding with Multi-Modal
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MMScan: A Multi-Modal 3D Scene Dataset with Hierarchical Grounded Language Annotations
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2406.09401
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Multi-SpatialMLLM: Multi-Frame Spatial Understanding with Multi-Modal Large Language Models
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2505.17015
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9
MMSI-Bench: A Benchmark for Multi-Image Spatial Intelligence
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2505.23764
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OST-Bench: Evaluating the Capabilities of MLLMs in Online Spatio-temporal Scene Understanding
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2507.07984
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42
VFlowOpt: A Token Pruning Framework for LMMs with Visual Information Flow-Guided Optimization
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2508.05211
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1
ChangingGrounding: 3D Visual Grounding in Changing Scenes
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2510.14965
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G$^2$VLM: Geometry Grounded Vision Language Model with Unified 3D Reconstruction and Spatial Reasoning
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2511.21688
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