[ICLR 2026]🚀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.
☆210Dec 10, 2025Updated 10 months ago
Alternatives and similar repositories for Revisual-R1
Users that are interested in Revisual-R1 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICLR 2026] The official repository for the paper "AdaReasoner: Dynamic Tool Orchestration for Iterative Visual Reasoning".☆84Aug 11, 2026Updated 2 months ago
- Code repository for the ICML 2026 paper "Reasoning over Boundaries: Enhancing Specification Alignment via Test-time Deliberation".☆24Jun 14, 2026Updated 4 months ago
- The official code repository for the FullFront benchmark☆29May 16, 2025Updated last year
- [ICLR 2026]🌴 ARES is an open-source framework for adaptive multimodal reasoning, featuring a two-stage pipeline—Adaptive Cold-Start and …☆23Feb 3, 2026Updated 8 months ago
- ☆23Nov 21, 2025Updated 11 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- PolicyShiftGuard: Benchmarking and Improving Policy-Adaptive Image Guardrails☆24Jul 8, 2026Updated 3 months ago
- instruction-following benchmark for large reasoning models☆50Apr 19, 2026Updated 6 months ago
- ✈️ [ICCV 2025] Towards Stabilized and Efficient Diffusion Transformers through Long-Skip-Connections with Spectral Constraints☆82Jul 10, 2025Updated last year
- [ICML 2025] M-STAR (Multimodal Self-Evolving TrAining for Reasoning) Project. Diving into Self-Evolving Training for Multimodal Reasoning☆76Jul 13, 2025Updated last year
- 🚀 LLaMA-MoE v2: Exploring Sparsity of LLaMA from Perspective of Mixture-of-Experts with Post-Training☆93Dec 3, 2024Updated last year
- [CVPR' 25] Official repo for From Head to Tail: Towards Balanced Representation in Large Vision-Language Models through Adaptive Data Cal…☆22Jun 6, 2025Updated last year
- OpenThinkIMG is an end-to-end open-source framework that empowers LVLMs to think with images.☆408Jun 1, 2025Updated last year
- ☆72Jul 8, 2025Updated last year
- ☆19Oct 12, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [ACL' 25] The official code repository for PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models.☆95Feb 15, 2025Updated last year
- [ICLR2026] Laser: Learn to Reason Efficiently with Adaptive Length-based Reward Shaping☆68May 22, 2025Updated last year
- ☆142Jun 6, 2025Updated last year
- ☆149Feb 4, 2026Updated 8 months ago
- [NeurIPS 2025] NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆113Sep 18, 2025Updated last year
- [CVPR 2026] Official repo for "VideoSSR: Video Self-Supervised Reinforcement Learning"☆49Nov 11, 2025Updated 11 months ago
- Test-time preferenece optimization (ICML 2025).☆186May 8, 2025Updated last year
- [EMNLP' 26 Findings] The official code repository for SubtleMemory: A Benchmark for Fine-Grained Relational Memory Discrimination in Long…☆23Oct 5, 2026Updated 3 weeks ago
- The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning" [NeurIPS25]☆192Jun 5, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, Agent, and Beyond☆361Jan 22, 2026Updated 9 months ago
- Scaling Multi-modal Instruction Fine-tuning with Tens of Thousands Vision Task Types☆32Jul 16, 2025Updated last year
- code for Learning the Unlearned: Mitigating Feature Suppression in Contrastive Learning☆20Jul 16, 2024Updated 2 years ago
- Official Repository of "Learning to Reason under Off-Policy Guidance"☆475Mar 20, 2026Updated 7 months ago
- [ICLR 2026] The Official Implementation of DIVER☆36Mar 5, 2026Updated 7 months ago
- [CVPR 2026] TiViBench: Benchmarking Think-in-Video Reasoning for Video Generative Models☆67Feb 21, 2026Updated 8 months ago
- [ICLR 2026] This is an early exploration to introduce Interleaving Reasoning to Text-to-image Generation field and achieve the SoTA bench…☆100Jan 26, 2026Updated 9 months ago
- SophiaVL-R1: Reinforcing MLLMs Reasoning with Thinking Reward☆95Aug 8, 2025Updated last year
- OpenThinkIMG is an end-to-end open-source framework that empowers Large Vision-Language Models to think with images.☆126Jul 11, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [ICML 2025] Official Implementation of GLIDER☆73Oct 9, 2025Updated last year
- [ICLR 2026] Official repo for "Spotlight on Token Perception for Multimodal Reinforcement Learning"☆93Apr 3, 2026Updated 6 months ago
- SFT+RL boosts multimodal reasoning☆50Jun 27, 2025Updated last year
- MM-EUREKA: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learning☆772Sep 7, 2025Updated last year
- Resources and paper list for "Thinking with Images for LVLMs". This repository accompanies our survey on how LVLMs can leverage visual in…☆1,516Oct 8, 2026Updated 3 weeks ago
- ☆1,283Nov 20, 2025Updated 11 months ago
- 🍼 Official implementation of Dynamic Data Mixing Maximizes Instruction Tuning for Mixture-of-Experts☆40Sep 29, 2024Updated 2 years ago