Sun-Haoyuan23 / Awesome-RL-based-Reasoning-MLLMsLinks
This repository provides valuable reference for researchers in the field of multimodality, please start your exploratory travel in RL-based Reasoning MLLMs!
☆1,147Updated last week
Alternatives and similar repositories for Awesome-RL-based-Reasoning-MLLMs
Users that are interested in Awesome-RL-based-Reasoning-MLLMs are comparing it to the libraries listed below
Sorting:
- Resources and paper list for "Thinking with Images for LVLMs". This repository accompanies our survey on how LVLMs can leverage visual in…☆911Updated last week
- Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey☆801Updated 2 weeks ago
- Extend OpenRLHF to support LMM RL training for reproduction of DeepSeek-R1 on multimodal tasks.☆818Updated 3 months ago
- This is the first paper to explore how to effectively use R1-like RL for MLLMs and introduce Vision-R1, a reasoning MLLM that leverages …☆688Updated this week
- MM-EUREKA: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learning☆733Updated this week
- A fork to add multimodal model training to open-r1☆1,387Updated 7 months ago
- Awesome RL-based LLM Reasoning☆613Updated last month
- Reading notes about Multimodal Large Language Models, Large Language Models, and Diffusion Models☆612Updated 3 weeks ago
- 📖 A curated list of resources dedicated to hallucination of multimodal large language models (MLLM).☆819Updated last month
- ☆791Updated last week
- A paper list of some recent works about Token Compress for Vit and VLM☆638Updated last week
- Latest Advances on System-2 Reasoning☆1,231Updated 3 months ago
- Video-R1: Reinforcing Video Reasoning in MLLMs [🔥the first paper to explore R1 for video]☆685Updated this week
- Awesome RL Reasoning Recipes ("Triple R")☆814Updated 3 weeks ago
- R1-onevision, a visual language model capable of deep CoT reasoning.☆565Updated 5 months ago
- MM-Eureka V0 also called R1-Multimodal-Journey, Latest version is in MM-Eureka☆317Updated 2 months ago
- ✨First Open-Source R1-like Video-LLM [2025/02/18]☆362Updated 6 months ago
- Explore the Multimodal “Aha Moment” on 2B Model☆607Updated 5 months ago
- [Neurips'24 Spotlight] Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought …☆368Updated 8 months ago
- 📖 This is a repository for organizing papers, codes and other resources related to unified multimodal models.☆681Updated last month
- Efficient Multimodal Large Language Models: A Survey☆369Updated 4 months ago
- Paper list for Efficient Reasoning.☆654Updated this week
- Latest Advances on Long Chain-of-Thought Reasoning☆497Updated last month
- A Framework of Small-scale Large Multimodal Models☆893Updated 4 months ago
- [Survey] Next Token Prediction Towards Multimodal Intelligence: A Comprehensive Survey☆447Updated 7 months ago
- ☆104Updated 2 months ago
- Awesome_Multimodel is a curated GitHub repository that provides a comprehensive collection of resources for Multimodal Large Language Mod…☆341Updated 5 months ago
- A curated list of awesome Multimodal studies.☆263Updated last month
- [TMLR 2025] Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models☆600Updated 2 weeks ago
- Official repository for VisionZip (CVPR 2025)☆344Updated last month