Video-R4: Reinforcing Text-Rich Video Reasoning with Visual Rumination Paper • 2511.17490 • Published Nov 21, 2025 • 21
Directional Reasoning Injection for Fine-Tuning MLLMs Paper • 2510.15050 • Published Oct 16, 2025 • 11
MMPerspective: Do MLLMs Understand Perspective? A Comprehensive Benchmark for Perspective Perception, Reasoning, and Robustness Paper • 2505.20426 • Published May 26, 2025 • 7
Video-LMM Post-Training: A Deep Dive into Video Reasoning with Large Multimodal Models Paper • 2510.05034 • Published Oct 6, 2025 • 48