EMMA-Bench / EMMALinks
[ICML 2025 Oral] The official repository for the paper "Can MLLMs Reason in Multimodality? EMMA: An Enhanced MultiModal ReAsoning Benchmark"
☆63Updated last month
Alternatives and similar repositories for EMMA
Users that are interested in EMMA are comparing it to the libraries listed below
Sorting:
- ☆104Updated last month
- Code2Logic: Game-Code-Driven Data Synthesis for Enhancing VLMs General Reasoning☆72Updated last week
- 😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, Agent, and Beyond☆286Updated 2 weeks ago
- ☆261Updated last month
- Interleaving Reasoning: Next-Generation Reasoning Systems for AGI☆136Updated last month
- Code release for VTW (AAAI 2025 Oral)☆49Updated last month
- ☆50Updated last month
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆310Updated last month
- [ICML 2025] Official Implementation of GLIDER☆52Updated 3 months ago
- Imagine While Reasoning in Space: Multimodal Visualization-of-Thought (ICML 2025)☆42Updated 4 months ago
- Official Repository of "Learning what reinforcement learning can't"☆64Updated last week
- ☆81Updated last year
- Official Repository of "Learning to Reason under Off-Policy Guidance"☆285Updated last month
- [CVPR' 25] Official repo for From Head to Tail: Towards Balanced Representation in Large Vision-Language Models through Adaptive Data Cal…☆20Updated 2 months ago
- Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!☆69Updated 5 months ago
- [ACL' 25] The official code repository for PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models.☆81Updated 6 months ago
- NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆85Updated 2 weeks ago
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆153Updated 2 weeks ago
- repo for paper https://arxiv.org/abs/2504.13837☆184Updated 2 months ago
- SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models☆132Updated 4 months ago
- [ICLR 2025] Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention Causality☆37Updated last month
- MAT: Multi-modal Agent Tuning 🔥 ICLR 2025 (Spotlight)☆55Updated 2 months ago
- A RLHF Infrastructure for Vision-Language Models☆182Updated 9 months ago
- Official code for the paper, "Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning"☆134Updated last month
- More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models☆48Updated 3 months ago
- [AI4MATH@ICML2025] Do Not Let Low-Probability Tokens Over-Dominate in RL for LLMs☆38Updated 3 months ago
- [arXiv 2025] Efficient Reasoning Models: A Survey☆259Updated last week
- Paper List of Inference/Test Time Scaling/Computing☆297Updated this week
- Paper collections of multi-modal LLM for Math/STEM/Code.☆123Updated 2 weeks ago
- [CVPR' 25] Interleaved-Modal Chain-of-Thought☆80Updated 2 weeks ago