LengSicong / MMR1Links
MMR1: Advancing the Frontiers of Multimodal Reasoning
☆162Updated 5 months ago
Alternatives and similar repositories for MMR1
Users that are interested in MMR1 are comparing it to the libraries listed below
Sorting:
- [ICCV 2025 Highlight] The official repository for "2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining"☆167Updated 5 months ago
- MMSearch-R1 is an end-to-end RL framework that enables LMMs to perform on-demand, multi-turn search with real-world multimodal search too…☆292Updated 2 weeks ago
- [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…☆115Updated 8 months ago
- The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning"☆139Updated 2 months ago
- An Easy-to-use, Scalable and High-performance RLHF Framework designed for Multimodal Models.☆139Updated 4 months ago
- Official code of *Virgo: A Preliminary Exploration on Reproducing o1-like MLLM*☆105Updated 2 months ago
- The official repo of One RL to See Them All: Visual Triple Unified Reinforcement Learning☆310Updated 2 months ago
- Paper collections of multi-modal LLM for Math/STEM/Code.☆120Updated last week
- NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆85Updated last week
- Official repository of MMDU dataset☆93Updated 10 months ago
- [CVPR'24] RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback☆287Updated 11 months ago
- The Next Step Forward in Multimodal LLM Alignment☆175Updated 3 months ago
- Rethinking RL Scaling for Vision Language Models: A Transparent, From-Scratch Framework and Comprehensive Evaluation Scheme☆138Updated 4 months ago
- A RLHF Infrastructure for Vision-Language Models☆181Updated 9 months ago
- A Self-Training Framework for Vision-Language Reasoning☆82Updated 7 months ago
- Pre-trained, Scalable, High-performance Reward Models via Policy Discriminative Learning.☆147Updated last month
- [ArXiv] V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding☆55Updated 8 months ago
- SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models☆132Updated 3 months ago
- [ICML 2024] | MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI☆113Updated last year
- ☆85Updated 7 months ago
- [ICCV 2025] LVBench: An Extreme Long Video Understanding Benchmark☆109Updated last month
- [CVPR2025 Highlight] Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models☆217Updated last month
- Code for Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models☆90Updated last year
- Harnessing 1.4M GPT4V-synthesized Data for A Lite Vision-Language Model☆269Updated last year
- Latest Advances on Reasoning of Multimodal Large Language Models (Multimodal R1 \ Visual R1) ) 🍓☆34Updated 4 months ago
- Extrapolating RLVR to General Domains without Verifiers☆140Updated last week
- MM-Eureka V0 also called R1-Multimodal-Journey, Latest version is in MM-Eureka☆317Updated 2 months ago
- GPG: A Simple and Strong Reinforcement Learning Baseline for Model Reasoning☆159Updated 3 months ago
- OpenThinkIMG is an end-to-end open-source framework that empowers LVLMs to think with images.☆294Updated 2 months ago
- The code and data of We-Math, accepted by ACL 2025 main conference.☆135Updated last week