Video-R1: Reinforcing Video Reasoning in MLLMs [🔥the first paper to explore R1 for video]
☆878Dec 14, 2025Updated 6 months ago
Alternatives and similar repositories for Video-R1
Users that are interested in Video-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:
- ✨First Open-Source R1-like Video-LLM [2025/02/18]☆383Feb 23, 2025Updated last year
- [NIPS2025] VideoChat-R1 & R1.5: Enhancing Spatio-Temporal Perception and Reasoning via Reinforcement Fine-Tuning☆267Oct 18, 2025Updated 8 months ago
- R1-like Video-LLM for Temporal Grounding☆137Jun 20, 2025Updated last year
- A fork to add multimodal model training to open-r1☆1,576Feb 8, 2025Updated last year
- Reinforcement Learning Tuning for VideoLLMs: Reward Design and Data Efficiency☆62Jun 6, 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.
- Official repository of 'Visual-RFT: Visual Reinforcement Fine-Tuning' & 'Visual-ARFT: Visual Agentic Reinforcement Fine-Tuning'’☆2,250Oct 29, 2025Updated 8 months ago
- TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning☆115Dec 24, 2025Updated 6 months ago
- Solve Visual Understanding with Reinforced VLMs☆5,991Mar 12, 2026Updated 3 months ago
- Witness the aha moment of VLM with less than $3.☆4,060May 19, 2025Updated last year
- ☆101Jun 23, 2025Updated last year
- Explore the Multimodal “Aha Moment” on 2B Model☆623Mar 18, 2025Updated last year
- MM-EUREKA: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learning☆771Sep 7, 2025Updated 9 months ago
- EasyR1: An Efficient, Scalable, Multi-Modality RL Training Framework based on veRL☆5,033Apr 6, 2026Updated 2 months ago
- Extend OpenRLHF to support LMM RL training for reproduction of DeepSeek-R1 on multimodal tasks.☆846May 14, 2025Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- This repository provides valuable reference for researchers in the field of multimodality, please start your exploratory travel in RL-bas…☆1,426May 11, 2026Updated last month
- ☆4,695Jun 15, 2026Updated 2 weeks 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…☆1,474Mar 20, 2026Updated 3 months ago
- R1-onevision, a visual language model capable of deep CoT reasoning.☆581Apr 13, 2025Updated last year
- Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey☆1,012May 22, 2026Updated last month
- Project Page For "Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive Reinforcement"☆632Jan 17, 2026Updated 5 months ago
- Official repo and evaluation implementation of VSI-Bench☆726Aug 5, 2025Updated 10 months ago
- 🧠 VideoMind: A Chain-of-LoRA Agent for Temporal-Grounded Video Reasoning (ICLR 2026)☆343Feb 8, 2026Updated 4 months ago
- SophiaVL-R1: Reinforcing MLLMs Reasoning with Thinking Reward☆95Aug 8, 2025Updated 10 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.
- 🔥🔥🔥 [IEEE TCSVT] Latest Papers, Codes and Datasets on Vid-LLMs.☆3,215Jun 13, 2026Updated 2 weeks ago
- One-for-All Multimodal Evaluation Toolkit Across Text, Image, Video, and Audio Tasks☆4,256Updated this week
- [ICLR2026] VideoChat-Flash: Hierarchical Compression for Long-Context Video Modeling☆526Nov 18, 2025Updated 7 months ago
- Official implementation of UnifiedReward & [NeurIPS 2025] UnifiedReward-Think & UnifiedReward-Flex☆789Jun 18, 2026Updated last week
- Frontier Multimodal Foundation Models for Image and Video Understanding☆1,169Aug 14, 2025Updated 10 months ago
- ✨✨[CVPR 2025] Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis☆780Dec 8, 2025Updated 6 months ago
- ☆1,239Nov 20, 2025Updated 7 months ago
- [ICLR & NeurIPS 2025] Repository for Show-o series, One Single Transformer to Unify Multimodal Understanding and Generation.☆1,956Jan 8, 2026Updated 5 months ago
- Qwen3-VL is the multimodal large language model series developed by Qwen team, Alibaba Cloud.☆19,452Jan 30, 2026Updated 4 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.
- Open-source evaluation toolkit of large multi-modality models (LMMs), support 220+ LMMs, 80+ benchmarks☆4,240Jun 17, 2026Updated last week
- This repo contains evaluation code for the paper "AV-Odyssey: Can Your Multimodal LLMs Really Understand Audio-Visual Information?"☆31Dec 23, 2024Updated last year
- Long-RL: Scaling RL to Long Sequences (NeurIPS 2025)☆725Sep 24, 2025Updated 9 months ago
- [NeurIPS 2025 Spotlight] Official implementation of Spatial-MLLM: Boosting MLLM Capabilities in Visual-based Spatial Intelligence☆470Feb 5, 2026Updated 4 months ago
- Kimi-VL: Mixture-of-Experts Vision-Language Model for Multimodal Reasoning, Long-Context Understanding, and Strong Agent Capabilities☆1,201Jul 15, 2025Updated 11 months ago
- SpaceR: The first MLLM empowered by SG-RLVR for video spatial reasoning☆112Jul 9, 2025Updated 11 months ago
- Awesome papers & datasets specifically focused on long-term videos.☆380Oct 9, 2025Updated 8 months ago