VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning Paper • 2504.07956 • Published 8 days ago • 43
Envisioning Beyond the Pixels: Benchmarking Reasoning-Informed Visual Editing Paper • 2504.02826 • Published 15 days ago • 67
LEGO-Puzzles: How Good Are MLLMs at Multi-Step Spatial Reasoning? Paper • 2503.19990 • Published 24 days ago • 33
Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models Paper • 2503.16419 • Published 29 days ago • 69
Creation-MMBench: Assessing Context-Aware Creative Intelligence in MLLM Paper • 2503.14478 • Published Mar 18 • 44
MM-Eureka: Exploring Visual Aha Moment with Rule-based Large-scale Reinforcement Learning Paper • 2503.07365 • Published Mar 10 • 57
Unified Reward Model for Multimodal Understanding and Generation Paper • 2503.05236 • Published Mar 7 • 118
OmniAlign-V: Towards Enhanced Alignment of MLLMs with Human Preference Paper • 2502.18411 • Published Feb 25 • 73
SongGen: A Single Stage Auto-regressive Transformer for Text-to-Song Generation Paper • 2502.13128 • Published Feb 18 • 41
Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Paper • 2502.08590 • Published Feb 12 • 44
Exploring the Limit of Outcome Reward for Learning Mathematical Reasoning Paper • 2502.06781 • Published Feb 10 • 61
VideoRoPE: What Makes for Good Video Rotary Position Embedding? Paper • 2502.05173 • Published Feb 7 • 65
InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model Paper • 2501.12368 • Published Jan 21 • 46
OVO-Bench: How Far is Your Video-LLMs from Real-World Online Video Understanding? Paper • 2501.05510 • Published Jan 9 • 44