Unified Multimodal Chain-of-Thought Reward Model through Reinforcement Fine-Tuning Paper • 2505.03318 • Published 18 days ago • 91
InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models Paper • 2504.10479 • Published Apr 14 • 260
VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning Paper • 2504.07956 • Published Apr 10 • 45
Envisioning Beyond the Pixels: Benchmarking Reasoning-Informed Visual Editing Paper • 2504.02826 • Published Apr 3 • 67
LEGO-Puzzles: How Good Are MLLMs at Multi-Step Spatial Reasoning? Paper • 2503.19990 • Published Mar 25 • 34
Creation-MMBench: Assessing Context-Aware Creative Intelligence in MLLM Paper • 2503.14478 • Published Mar 18 • 48
VisualPRM: An Effective Process Reward Model for Multimodal Reasoning Paper • 2503.10291 • Published Mar 13 • 36
Unified Reward Model for Multimodal Understanding and Generation Paper • 2503.05236 • Published Mar 7 • 124
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 • 42
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
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning Paper • 2501.12948 • Published Jan 22 • 391
Condor: Enhance LLM Alignment with Knowledge-Driven Data Synthesis and Refinement Paper • 2501.12273 • Published Jan 21 • 14