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upvoted a paper 7 days ago

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

Paper • 2503.19990 • Published 9 days ago • 31

upvoted a paper 15 days ago

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

Paper • 2503.14478 • Published 16 days ago • 42

upvoted a paper 20 days ago

VisualPRM: An Effective Process Reward Model for Multimodal Reasoning

Paper • 2503.10291 • Published 21 days ago • 32

upvoted a paper 24 days ago

Unified Reward Model for Multimodal Understanding and Generation

Paper • 2503.05236 • Published 27 days ago • 112

upvoted 3 papers about 1 month ago

Visual-RFT: Visual Reinforcement Fine-Tuning

Paper • 2503.01785 • Published about 1 month ago • 74

OmniAlign-V: Towards Enhanced Alignment of MLLMs with Human Preference

Paper • 2502.18411 • Published Feb 25 • 71

SongGen: A Single Stage Auto-regressive Transformer for Text-to-Song Generation

Paper • 2502.13128 • Published Feb 18 • 40

upvoted 2 papers about 2 months ago

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion

Paper • 2502.08590 • Published Feb 12 • 43

Exploring the Limit of Outcome Reward for Learning Mathematical Reasoning

Paper • 2502.06781 • Published Feb 10 • 60

upvoted 5 papers 2 months ago

Redundancy Principles for MLLMs Benchmarks

Paper • 2501.13953 • Published Jan 20 • 28

Kimi k1.5: Scaling Reinforcement Learning with LLMs

Paper • 2501.12599 • Published Jan 22 • 112

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

Paper • 2501.12948 • Published Jan 22 • 368

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 • 45

upvoted 3 papers 3 months ago

OVO-Bench: How Far is Your Video-LLMs from Real-World Online Video Understanding?

Paper • 2501.05510 • Published Jan 9 • 43

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

Paper • 2501.03218 • Published Jan 6 • 36

BoostStep: Boosting mathematical capability of Large Language Models via improved single-step reasoning

Paper • 2501.03226 • Published Jan 6 • 44

upvoted 3 papers 4 months ago

Are Your LLMs Capable of Stable Reasoning?

Paper • 2412.13147 • Published Dec 17, 2024 • 94

InternLM-XComposer2.5-OmniLive: A Comprehensive Multimodal System for Long-term Streaming Video and Audio Interactions

Paper • 2412.09596 • Published Dec 12, 2024 • 98

Interactive Medical Image Segmentation: A Benchmark Dataset and Baseline

Paper • 2411.12814 • Published Nov 19, 2024 • 25