Video-R1: Reinforcing Video Reasoning in MLLMs [π₯the first paper to explore R1 for video]
β892Dec 14, 2025Updated 9 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:
- β¨First Open-Source R1-like Video-LLM [2025/02/18]β384Jul 1, 2026Updated 3 months ago
- [NIPS2025] VideoChat-R1 & R1.5: Enhancing Spatio-Temporal Perception and Reasoning via Reinforcement Fine-Tuningβ268Oct 18, 2025Updated 11 months ago
- Reinforcement Learning Tuning for VideoLLMs: Reward Design and Data Efficiencyβ62Jun 6, 2025Updated last year
- Long-RL: Scaling RL to Long Sequences (NeurIPS 2025)β729Sep 24, 2025Updated last year
- R1-like Video-LLM for Temporal Groundingβ137Jun 20, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer β’ AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A fork to add multimodal model training to open-r1β1,605Feb 8, 2025Updated last year
- Official repository of 'Visual-RFT: Visual Reinforcement Fine-Tuning' & 'Visual-ARFT: Visual Agentic Reinforcement Fine-Tuning'ββ2,278Oct 29, 2025Updated 11 months ago
- Solve Visual Understanding with Reinforced VLMsβ6,032Jul 7, 2026Updated 3 months ago
- EasyR1: An Efficient, Scalable, Multi-Modality RL Training Framework based on veRLβ5,183Sep 19, 2026Updated 2 weeks ago
- This repository provides valuable reference for researchers in the field of multimodality, please start your exploratory travel in RL-basβ¦β1,445Sep 29, 2026Updated last week
- Witness the aha moment of VLM with less than $3.β4,063May 19, 2025Updated last year
- [TPAMI 2026] Ego-R1: Agentic Chain-of-Tool-Thought for Ultra-Long Egocentric Video Reasoningβ169Jun 10, 2026Updated 3 months ago
- The official code of "Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning"β104Oct 15, 2025Updated 11 months ago
- β101Jun 23, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer β’ AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoningβ116Dec 24, 2025Updated 9 months ago
- [ECCV 2026] Video-Holmes: Can MLLM Think Like Holmes for Complex Video Reasoning?β100Jul 13, 2025Updated last year
- π§ VideoMind: A Chain-of-LoRA Agent for Temporal-Grounded Video Reasoning (ICLR 2026)β360Feb 8, 2026Updated 8 months ago
- β1,280Nov 20, 2025Updated 10 months ago
- [CVPR 2025 Oral] VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selectionβ143Jul 28, 2025Updated last year
- β4,728Jun 15, 2026Updated 3 months ago
- Explore the Multimodal βAha Momentβ on 2B Modelβ623Mar 18, 2025Updated last year
- π₯ OneThinker: All-in-one Reasoning Model for Image and Video [CVPR 2026]β468Feb 28, 2026Updated 7 months ago
- [NeurIPS'25] Time-R1: Post-Training Large Vision Language Model for Temporal Video Groundingβ94Dec 14, 2025Updated 9 months ago
- Deploy open-source AI quickly and easily - Special Bonus Offer β’ AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- [ICML 2026] Official implementation of "Open-o3 Video: Grounded Video Reasoning with Explicit Spatio-Temporal Evidence"β165May 1, 2026Updated 5 months ago
- Resources and paper list for "Thinking with Images for LVLMs". This repository accompanies our survey on how LVLMs can leverage visual inβ¦β1,511Updated this week
- MM-EUREKA: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learningβ770Sep 7, 2025Updated last year
- Multimodal Chain-of-Thought Reasoning: A Comprehensive Surveyβ1,028Updated this week
- SpaceR: The first MLLM empowered by SG-RLVR for video spatial reasoningβ111Jul 9, 2025Updated last year
- One-for-All Multimodal Evaluation Toolkit Across Text, Image, Video, and Audio Tasksβ4,448Updated this week
- π₯π₯π₯ Latest Papers, Codes and Datasets on Video-LMM Post-Trainingβ305Mar 3, 2026Updated 7 months ago
- Official repo and evaluation implementation of VSI-Benchβ745Aug 5, 2025Updated last year
- π₯π₯First-ever hour scale video understanding modelsβ629Jul 14, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer β’ 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+ benchmarksβ4,432Updated this week
- [CVPR2026] VideoAuto-R1: Video Auto Reasoning via Thinking Once, Answering Twiceβ90Feb 27, 2026Updated 7 months ago
- Extend OpenRLHF to support LMM RL training for reproduction of DeepSeek-R1 on multimodal tasks.β847May 14, 2025Updated last year
- π₯π₯π₯ [IEEE TCSVT] Latest Papers, Codes and Datasets on Vid-LLMs.β3,293Sep 27, 2026Updated last week
- R1-onevision, a visual language model capable of deep CoT reasoning.β581Apr 13, 2025Updated last year
- [NeurIPS 2025 Spotlight] Official implementation of Spatial-MLLM: Boosting MLLM Capabilities in Visual-based Spatial Intelligenceβ494Feb 5, 2026Updated 8 months ago
- SophiaVL-R1: Reinforcing MLLMs Reasoning with Thinking Rewardβ95Aug 8, 2025Updated last year