EMMA-Bench / EMMALinks
[ICML 2025 Oral] The official repository for the paper "Can MLLMs Reason in Multimodality? EMMA: An Enhanced MultiModal ReAsoning Benchmark"
☆59Updated this week
Alternatives and similar repositories for EMMA
Users that are interested in EMMA are comparing it to the libraries listed below
Sorting:
- ☆102Updated last week
- A RLHF Infrastructure for Vision-Language Models☆179Updated 8 months ago
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆251Updated this week
- 😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond☆268Updated last week
- [ACL' 25] The official code repository for PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models.☆74Updated 5 months ago
- ☆242Updated last week
- Official code for the paper, "Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning"☆129Updated this week
- [ICML 2025] Official Implementation of GLIDER☆46Updated last month
- Paper List of Inference/Test Time Scaling/Computing☆280Updated 2 weeks ago
- ☆50Updated 3 weeks ago
- Official Repository of "Learning to Reason under Off-Policy Guidance"☆251Updated last month
- [arXiv] Do Not Let Low-Probability Tokens Over-Dominate in RL for LLMs☆32Updated last month
- [CVPR' 25] Official repo for From Head to Tail: Towards Balanced Representation in Large Vision-Language Models through Adaptive Data Cal…☆20Updated last month
- ☆76Updated last year
- Interleaving Reasoning: Next-Generation Reasoning Systems for AGI☆84Updated last week
- repo for paper https://arxiv.org/abs/2504.13837☆173Updated 2 weeks ago
- Extrapolating RLVR to General Domains without Verifiers☆112Updated 2 weeks ago
- A comprehensive collection of process reward models.☆95Updated 3 weeks ago
- This repository will continuously update the latest papers, technical reports, benchmarks about multimodal reasoning!☆47Updated 3 months ago
- Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!☆63Updated 3 months ago
- Imagine While Reasoning in Space: Multimodal Visualization-of-Thought (ICML 2025)☆33Updated 3 months ago
- Paper collections of multi-modal LLM for Math/STEM/Code.☆114Updated last week
- [ICML 2025] M-STAR (Multimodal Self-Evolving TrAining for Reasoning) Project. Diving into Self-Evolving Training for Multimodal Reasoning☆61Updated this week
- Official implementation of GUI-R1 : A Generalist R1-Style Vision-Language Action Model For GUI Agents☆145Updated 2 months ago
- A Self-Training Framework for Vision-Language Reasoning☆80Updated 5 months ago
- NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆78Updated last month
- A Comprehensive Survey on Evaluating Reasoning Capabilities in Multimodal Large Language Models.☆66Updated 4 months ago
- One-shot Entropy Minimization☆167Updated last month
- Official Repository of "Learning what reinforcement learning can't"☆42Updated this week
- An Easy-to-use, Scalable and High-performance RLHF Framework designed for Multimodal Models.☆137Updated 3 months ago