TIGER-AI-Lab / VL-RethinkerLinks
The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning" [NeurIPS25]
☆179Updated 7 months ago
Alternatives and similar repositories for VL-Rethinker
Users that are interested in VL-Rethinker are comparing it to the libraries listed below
Sorting:
- [NeurIPS 2025] NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆104Updated 4 months ago
- ☆110Updated last year
- Official code of *Virgo: A Preliminary Exploration on Reproducing o1-like MLLM*☆109Updated 8 months ago
- Official repo for "PAPO: Perception-Aware Policy Optimization for Multimodal Reasoning"☆110Updated last month
- [ArXiv] V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding☆59Updated last year
- G1: Bootstrapping Perception and Reasoning Abilities of Vision-Language Model via Reinforcement Learning☆95Updated 8 months ago
- A Self-Training Framework for Vision-Language Reasoning☆88Updated last year
- [NeurIPS 2024] This repo contains evaluation code for the paper "Are We on the Right Way for Evaluating Large Vision-Language Models"☆203Updated last year
- [TMLR 25] SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models☆149Updated 3 months ago
- A RLHF Infrastructure for Vision-Language Models☆193Updated last year
- MM-PRM: Enhancing Multimodal Mathematical Reasoning with Scalable Step-Level Supervision☆27Updated 8 months ago
- [NeurIPS 2025] The official repository for our paper, "Open Vision Reasoner: Transferring Linguistic Cognitive Behavior for Visual Reason…☆152Updated 4 months ago
- [NeurIPS 2025] MINT-CoT: Enabling Interleaved Visual Tokens in Mathematical Chain-of-Thought Reasoning☆96Updated 4 months ago
- SophiaVL-R1: Reinforcing MLLMs Reasoning with Thinking Reward☆91Updated 5 months ago
- ☆34Updated 5 months ago
- The official repository for the paper "ThinkMorph: Emergent Properties in Multimodal Interleaved Chain-of-Thought Reasoning"☆140Updated 3 weeks ago
- Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)☆88Updated 4 months ago
- [COLM'25] Official implementation of the Law of Vision Representation in MLLMs☆176Updated 3 months ago
- Pushing the Frontiers for Multimodal Reasoning with an Open and General Recipe☆140Updated last month
- [CVPR2025 Highlight] Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models☆233Updated 2 months ago
- [ICLR2025 Oral] ChartMoE: Mixture of Diversely Aligned Expert Connector for Chart Understanding☆95Updated 10 months ago
- [ICLR2025] MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models☆94Updated last year
- MME-CoT: Benchmarking Chain-of-Thought in LMMs for Reasoning Quality, Robustness, and Efficiency☆137Updated 5 months ago
- Official repository of MMDU dataset☆103Updated last year
- Pixel-Level Reasoning Model trained with RL [NeuIPS25]☆269Updated 2 months ago
- [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…☆121Updated last year
- OpenVLThinker: An Early Exploration to Vision-Language Reasoning via Iterative Self-Improvement☆129Updated 6 months ago
- Doodling our way to AGI ✏️ 🖼️ 🧠☆120Updated 8 months ago
- MMR1: Enhancing Multimodal Reasoning with Variance-Aware Sampling and Open Resources☆214Updated 4 months ago
- Multimodal RewardBench☆60Updated 11 months ago