CSfufu / Revisual-R1Links
🚀ReVisual-R1 is a 7B open-source multimodal language model that follows a three-stage curriculum—cold-start pre-training, multimodal reinforcement learning, and text-only reinforcement learning—to achieve faithful, concise, and self-reflective state-of-the-art performance in visual and textual reasoning.
☆183Updated 3 months ago
Alternatives and similar repositories for Revisual-R1
Users that are interested in Revisual-R1 are comparing it to the libraries listed below
Sorting:
- OpenThinkIMG is an end-to-end open-source framework that empowers LVLMs to think with images.☆311Updated 4 months ago
- Official code of *Virgo: A Preliminary Exploration on Reproducing o1-like MLLM*☆109Updated 4 months ago
- The official repo of One RL to See Them All: Visual Triple Unified Reinforcement Learning☆317Updated 4 months ago
- An Easy-to-use, Scalable and High-performance RLHF Framework designed for Multimodal Models.☆145Updated this week
- 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…☆326Updated last month
- Rethinking RL Scaling for Vision Language Models: A Transparent, From-Scratch Framework and Comprehensive Evaluation Scheme☆143Updated 6 months ago
- The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning" [NeurIPS25]☆155Updated 4 months ago
- ☆101Updated 4 months ago
- MMR1: Enhancing Multimodal Reasoning with Variance-Aware Sampling and Open Resources☆197Updated 2 weeks ago
- [ICCV 2025 Highlight] The official repository for "2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining"☆172Updated 6 months ago
- OpenVLThinker: An Early Exploration to Vision-Language Reasoning via Iterative Self-Improvement☆113Updated 2 months ago
- [CVPR2025 Highlight] Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models☆223Updated 3 months ago
- GPG: A Simple and Strong Reinforcement Learning Baseline for Model Reasoning☆164Updated this week
- The official repository for our paper, "Open Vision Reasoner: Transferring Linguistic Cognitive Behavior for Visual Reasoning".☆139Updated 3 weeks ago
- Pre-trained, Scalable, High-performance Reward Models via Policy Discriminative Learning.☆157Updated 2 weeks ago
- Official Code for "Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search"☆326Updated 3 weeks ago
- Exploring the Limit of Outcome Reward for Learning Mathematical Reasoning☆190Updated 6 months ago
- [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…☆115Updated 10 months ago
- Geometric-Mean Policy Optimization☆83Updated last week
- ☆92Updated 9 months ago
- CPPO: Accelerating the Training of Group Relative Policy Optimization-Based Reasoning Models (NeurIPS 2025)☆152Updated 3 weeks ago
- Official repo of "MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents". It can be used to evaluate a GUI agent w…☆80Updated last month
- Pixel-Level Reasoning Model trained with RL [NeuIPS25]☆232Updated last month
- Fully Open Framework for Democratized Multimodal Training☆446Updated last week
- [NeurIPS 2025] NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆92Updated 3 weeks ago
- SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models☆135Updated 5 months ago
- [NeurIPS 2025] Thinkless: LLM Learns When to Think☆230Updated 2 weeks ago
- [ACL 2025 🔥] Rethinking Step-by-step Visual Reasoning in LLMs☆306Updated 4 months ago
- LongLLaVA: Scaling Multi-modal LLMs to 1000 Images Efficiently via Hybrid Architecture☆211Updated 9 months ago
- Towards a Unified View of Large Language Model Post-Training☆152Updated last month