[NeurIPS 2025]⭐️ Reason-RFT: Reinforcement Fine-Tuning for Visual Reasoning.
☆274Oct 5, 2025Updated 5 months ago
Alternatives and similar repositories for Reason-RFT
Users that are interested in Reason-RFT are comparing it to the libraries listed below
Sorting:
- OpenVLThinker: An Early Exploration to Vision-Language Reasoning via Iterative Self-Improvement☆131Jul 24, 2025Updated 7 months ago
- This repository provides valuable reference for researchers in the field of multimodality, please start your exploratory travel in RL-bas…☆1,380Feb 26, 2026Updated 3 weeks ago
- [NeurIPS 2025] NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆107Sep 18, 2025Updated 6 months ago
- ☆62Apr 1, 2025Updated 11 months ago
- ☆90May 15, 2025Updated 10 months ago
- [ICLR26]GPG: A Simple and Strong Reinforcement Learning Baseline for Model Reasoning☆179Jan 29, 2026Updated last month
- [ICLR2026] This is the first paper to explore how to effectively use R1-like RL for MLLMs and introduce Vision-R1, a reasoning MLLM that…☆1,036Jan 26, 2026Updated last month
- [CVPR 2025] RoboBrain: A Unified Brain Model for Robotic Manipulation from Abstract to Concrete. Official Repository.☆376Oct 13, 2025Updated 5 months ago
- Solve Visual Understanding with Reinforced VLMs☆5,872Mar 12, 2026Updated last week
- A fork to add multimodal model training to open-r1☆1,507Feb 8, 2025Updated last year
- ☆25Apr 9, 2025Updated 11 months ago
- code for affordance-r1☆65Dec 21, 2025Updated 3 months ago
- Official repository of 'Visual-RFT: Visual Reinforcement Fine-Tuning' & 'Visual-ARFT: Visual Agentic Reinforcement Fine-Tuning'’☆2,317Oct 29, 2025Updated 4 months ago
- R1-onevision, a visual language model capable of deep CoT reasoning.☆577Apr 13, 2025Updated 11 months ago
- The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning" [NeurIPS25]☆184Jun 5, 2025Updated 9 months ago
- MM-EUREKA: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learning☆773Sep 7, 2025Updated 6 months ago
- Unleashing Reasoning in Medical Large Language Models☆12Mar 19, 2025Updated last year
- Extend OpenRLHF to support LMM RL training for reproduction of DeepSeek-R1 on multimodal tasks.☆846May 14, 2025Updated 10 months ago
- ☆11May 6, 2025Updated 10 months ago
- E-GRPO: High Entropy Steps Drive Effective Reinforcement Learning for Flow Models☆42Jan 5, 2026Updated 2 months ago
- ☆113Oct 27, 2025Updated 4 months ago
- Streaming Video Instruction Tuning☆53Feb 25, 2026Updated 3 weeks ago
- MLCD-Seg is a zero-shot segmentation model from DeepGlint.☆17Jul 4, 2025Updated 8 months ago
- Explore the Multimodal “Aha Moment” on 2B Model☆624Mar 18, 2025Updated last year
- ☆111Sep 11, 2025Updated 6 months ago
- Witness the aha moment of VLM with less than $3.☆4,041May 19, 2025Updated 10 months ago
- Official repo for "PAPO: Perception-Aware Policy Optimization for Multimodal Reasoning"☆125Feb 4, 2026Updated last month
- [ECCV2024] ClearCLIP: Decomposing CLIP Representations for Dense Vision-Language Inference☆98Mar 26, 2025Updated 11 months ago
- SophiaVL-R1: Reinforcing MLLMs Reasoning with Thinking Reward☆93Aug 8, 2025Updated 7 months ago
- [NeurIPS 2025 Spotlight] Think or Not Think: A Study of Explicit Thinking in Rule-Based Visual Reinforcement Fine-Tuning☆83Sep 19, 2025Updated 6 months ago
- [AAAI 2026] Relation-R1: Progressively Cognitive Chain-of-Thought Guided Reinforcement Learning for Unified Relation Comprehension☆18Mar 6, 2026Updated 2 weeks ago
- [TMLR 25] SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models☆150Oct 10, 2025Updated 5 months ago
- [CVPR 2026] MMR1: Enhancing Multimodal Reasoning with Variance-Aware Sampling and Open Resources☆217Sep 26, 2025Updated 5 months ago
- Official repo for [ICLR 2026] "AnesSuite: A Comprehensive Benchmark and Dataset Suite for Anesthesiology Reasoning in LLMs"☆22Feb 28, 2026Updated 3 weeks ago
- ☆1,155Nov 20, 2025Updated 4 months ago
- Video-R1: Reinforcing Video Reasoning in MLLMs [🔥the first paper to explore R1 for video]☆837Dec 14, 2025Updated 3 months ago
- The official implementation of "PixelThink: Towards Efficient Chain-of-Pixel Reasoning" (arXiv 2025)☆40May 30, 2025Updated 9 months ago
- HybridVLA: Collaborative Diffusion and Autoregression in a Unified Vision-Language-Action Model☆344Oct 3, 2025Updated 5 months ago
- Official implementation of "Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation" (CVPR 202…☆40May 26, 2025Updated 9 months ago