[NeurIPS 2025] Official code implementation of Perception R1: Pioneering Perception Policy with Reinforcement Learning
☆289Jul 15, 2025Updated last year
Alternatives and similar repositories for PR1
Users that are interested in PR1 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICLR2025] Official code implementation of Video-UTR: Unhackable Temporal Rewarding for Scalable Video MLLMs☆61Feb 27, 2025Updated last year
- [NeurIPS 2025] The official repository for our paper, "Open Vision Reasoner: Transferring Linguistic Cognitive Behavior for Visual Reason…☆157Sep 12, 2025Updated 10 months ago
- Project Page For "Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive Reinforcement"☆635Jan 17, 2026Updated 6 months ago
- Official repository of 'Visual-RFT: Visual Reinforcement Fine-Tuning' & 'Visual-ARFT: Visual Agentic Reinforcement Fine-Tuning'’☆2,263Oct 29, 2025Updated 8 months ago
- Step3-VL-10B: A compact yet frontier multimodal model achieving SOTA performance at the 10B scale, matching open-source models 10-20x its…☆409Jan 21, 2026Updated 6 months ago
- 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.
- ☆1,250Nov 20, 2025Updated 8 months ago
- [ICLR 2026] VisionReasoner: Unified Reasoning-Integrated Visual Perception via Reinforcement Learning☆348Feb 9, 2026Updated 5 months ago
- Official Code for "Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search"☆422Jan 29, 2026Updated 5 months ago
- Code for paper: Reinforced Vision Perception with Tools☆74Oct 3, 2025Updated 9 months ago
- Resources and paper list for "Thinking with Images for LVLMs". This repository accompanies our survey on how LVLMs can leverage visual in…☆1,493Mar 9, 2026Updated 4 months ago
- This repository provides valuable reference for researchers in the field of multimodality, please start your exploratory travel in RL-bas…☆1,435May 11, 2026Updated 2 months ago
- [ECCV2024] Official code implementation of Merlin: Empowering Multimodal LLMs with Foresight Minds☆97Jul 4, 2024Updated 2 years ago
- A fork to add multimodal model training to open-r1☆1,593Feb 8, 2025Updated last year
- Video-R1: Reinforcing Video Reasoning in MLLMs [🔥the first paper to explore R1 for video]☆882Dec 14, 2025Updated 7 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [NeurIPS 2025] NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆112Sep 18, 2025Updated 10 months ago
- Solve Visual Understanding with Reinforced VLMs☆6,013Jul 7, 2026Updated 2 weeks ago
- EasyR1: An Efficient, Scalable, Multi-Modality RL Training Framework based on veRL☆5,081Updated this week
- [🚀 ICLR 2026 Oral] NextStep-1: SOTA Autogressive Image Generation with Continuous Tokens. A research project developed by the StepFun’s …☆690Feb 27, 2026Updated 4 months ago
- [TMLR 25] SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models☆148Oct 10, 2025Updated 9 months ago
- Seed1.5-VL, a vision-language foundation model designed to advance general-purpose multimodal understanding and reasoning, achieving stat…☆1,583Jun 14, 2025Updated last year
- EVE Series: Encoder-Free Vision-Language Models from BAAI☆374Jul 24, 2025Updated last year
- MM-Eureka V0 also called R1-Multimodal-Journey, Latest version is in MM-Eureka☆325Jun 21, 2025Updated last year
- OpenThinkIMG is an end-to-end open-source framework that empowers LVLMs to think with images.☆399Jun 1, 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.
- ☆46Dec 30, 2024Updated last year
- Photo3D: Advancing Photorealistic 3D Generation through Structure‑Aligned Detail Enhancement☆22Mar 18, 2026Updated 4 months ago
- [ACL-2026] MMSearch-R1 is an end-to-end RL framework that enables LMMs to perform on-demand, multi-turn search with real-world multimodal…☆470Apr 7, 2026Updated 3 months ago
- [NeurIPS 2025 Spotlight] Official implementation for DNAEdit: Direct Noise Alignment for Text-Guided Rectified Flow Editing☆32Jan 23, 2026Updated 6 months ago
- [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…☆1,584Mar 20, 2026Updated 4 months ago
- Code for ChatRex: Taming Multimodal LLM for Joint Perception and Understanding☆216Oct 15, 2025Updated 9 months ago
- Witness the aha moment of VLM with less than $3.☆4,065May 19, 2025Updated last year
- MM-EUREKA: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learning☆770Sep 7, 2025Updated 10 months ago
- Official repo of Griffon series including v1(ECCV 2024), v2(ICCV 2025), G, and R, and also the RL tool Vision-R1(CVPR 2026).☆250Apr 17, 2026Updated 3 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- KARL: Knowledge-Aware Reasoning and Reinforcement Learning for Knowledge-Intensive Visual Grounding☆68Apr 5, 2026Updated 3 months ago
- [NeurIPS2025 Spotlight 🔥 ] Official implementation of 🛸 "UFO: A Unified Approach to Fine-grained Visual Perception via Open-ended Langu…☆281Nov 5, 2025Updated 8 months ago
- [NeurIPS 2025] Reinforcing Spatial Reasoning in Vision-Language Models with Interwoven Thinking and Visual Drawing☆98Jul 27, 2025Updated 11 months ago
- MiMo-VL☆641Aug 21, 2025Updated 11 months ago
- Official code for NeurIPS 2025 paper "GRIT: Teaching MLLMs to Think with Images"☆190Jan 16, 2026Updated 6 months ago
- R1-onevision, a visual language model capable of deep CoT reasoning.☆581Apr 13, 2025Updated last year
- [CVPR2026] VideoAuto-R1: Video Auto Reasoning via Thinking Once, Answering Twice☆88Feb 27, 2026Updated 4 months ago