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upvoted 2 papers 2 days ago

VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning

Paper • 2504.07956 • Published 3 days ago • 37

MM-IFEngine: Towards Multimodal Instruction Following

Paper • 2504.07957 • Published 3 days ago • 29

upvoted a paper 4 days ago

SmolVLM: Redefining small and efficient multimodal models

Paper • 2504.05299 • Published 6 days ago • 154

upvoted a paper 9 days ago

Envisioning Beyond the Pixels: Benchmarking Reasoning-Informed Visual Editing

Paper • 2504.02826 • Published 10 days ago • 67

upvoted a paper 17 days ago

LEGO-Puzzles: How Good Are MLLMs at Multi-Step Spatial Reasoning?

Paper • 2503.19990 • Published 19 days ago • 33

upvoted a paper 25 days ago

Creation-MMBench: Assessing Context-Aware Creative Intelligence in MLLM

Paper • 2503.14478 • Published 26 days ago • 44

upvoted 3 papers about 1 month ago

VisualPRM: An Effective Process Reward Model for Multimodal Reasoning

Paper • 2503.10291 • Published Mar 13 • 34

Unified Reward Model for Multimodal Understanding and Generation

Paper • 2503.05236 • Published Mar 7 • 117

Visual-RFT: Visual Reinforcement Fine-Tuning

Paper • 2503.01785 • Published Mar 3 • 76

upvoted 3 papers about 2 months ago

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

upvoted a paper 2 months ago

Exploring the Limit of Outcome Reward for Learning Mathematical Reasoning

Paper • 2502.06781 • Published Feb 10 • 61

upvoted 7 papers 3 months ago

Redundancy Principles for MLLMs Benchmarks

Paper • 2501.13953 • Published Jan 20 • 29

Kimi k1.5: Scaling Reinforcement Learning with LLMs

Paper • 2501.12599 • Published Jan 22 • 113

DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Paper • 2501.12948 • Published Jan 22 • 380

Condor: Enhance LLM Alignment with Knowledge-Driven Data Synthesis and Refinement

Paper • 2501.12273 • Published Jan 21 • 14

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

Dispider: Enabling Video LLMs with Active Real-Time Interaction via Disentangled Perception, Decision, and Reaction

Paper • 2501.03218 • Published Jan 6 • 37