Video-R1: Reinforcing Video Reasoning in MLLMs [🔥the first paper to explore R1 for video]
☆886Dec 14, 2025Updated 7 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]☆383Jul 1, 2026Updated last month
- [NIPS2025] VideoChat-R1 & R1.5: Enhancing Spatio-Temporal Perception and Reasoning via Reinforcement Fine-Tuning☆269Oct 18, 2025Updated 9 months ago
- Reinforcement Learning Tuning for VideoLLMs: Reward Design and Data Efficiency☆62Jun 6, 2025Updated last year
- Long-RL: Scaling RL to Long Sequences (NeurIPS 2025)☆726Sep 24, 2025Updated 10 months ago
- R1-like Video-LLM for Temporal Grounding☆138Jun 20, 2025Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- A fork to add multimodal model training to open-r1☆1,599Feb 8, 2025Updated last year
- Official repository of 'Visual-RFT: Visual Reinforcement Fine-Tuning' & 'Visual-ARFT: Visual Agentic Reinforcement Fine-Tuning'’☆2,267Oct 29, 2025Updated 9 months ago
- Solve Visual Understanding with Reinforced VLMs☆6,017Jul 7, 2026Updated last month
- EasyR1: An Efficient, Scalable, Multi-Modality RL Training Framework based on veRL☆5,104Jul 30, 2026Updated last week
- This repository provides valuable reference for researchers in the field of multimodality, please start your exploratory travel in RL-bas…☆1,439Aug 2, 2026Updated last week
- Witness the aha moment of VLM with less than $3.☆4,062May 19, 2025Updated last year
- [TPAMI 2026] Ego-R1: Agentic Chain-of-Tool-Thought for Ultra-Long Egocentric Video Reasoning☆167Jun 10, 2026Updated last month
- The official code of "Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning"☆102Oct 15, 2025Updated 9 months ago
- ☆100Jun 23, 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.
- TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning☆116Dec 24, 2025Updated 7 months ago
- [ECCV 2026] Video-Holmes: Can MLLM Think Like Holmes for Complex Video Reasoning?☆95Jul 13, 2025Updated last year
- 🧠 VideoMind: A Chain-of-LoRA Agent for Temporal-Grounded Video Reasoning (ICLR 2026)☆352Feb 8, 2026Updated 6 months ago
- ☆1,262Nov 20, 2025Updated 8 months ago
- [CVPR 2025 Oral] VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection☆140Jul 28, 2025Updated last year
- ☆4,711Jun 15, 2026Updated last month
- Explore the Multimodal “Aha Moment” on 2B Model☆623Mar 18, 2025Updated last year
- 🔥 OneThinker: All-in-one Reasoning Model for Image and Video [CVPR 2026]☆463Feb 28, 2026Updated 5 months ago
- [NeurIPS'25] Time-R1: Post-Training Large Vision Language Model for Temporal Video Grounding☆96Dec 14, 2025Updated 7 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [ICML 2026] Official implementation of "Open-o3 Video: Grounded Video Reasoning with Explicit Spatio-Temporal Evidence"☆159May 1, 2026Updated 3 months ago
- Resources and paper list for "Thinking with Images for LVLMs". This repository accompanies our survey on how LVLMs can leverage visual in…☆1,500Mar 9, 2026Updated 5 months ago
- MM-EUREKA: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learning☆770Sep 7, 2025Updated 11 months ago
- Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey☆1,018May 22, 2026Updated 2 months ago
- SpaceR: The first MLLM empowered by SG-RLVR for video spatial reasoning☆111Jul 9, 2025Updated last year
- One-for-All Multimodal Evaluation Toolkit Across Text, Image, Video, and Audio Tasks☆4,354Updated this week
- 🔥🔥🔥 Latest Papers, Codes and Datasets on Video-LMM Post-Training☆298Mar 3, 2026Updated 5 months ago
- Official repo and evaluation implementation of VSI-Bench☆736Aug 5, 2025Updated last year
- 🔥🔥First-ever hour scale video understanding models☆626Jul 14, 2025Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- [CVPR2026] VideoAuto-R1: Video Auto Reasoning via Thinking Once, Answering Twice☆89Feb 27, 2026Updated 5 months ago
- Open-source evaluation toolkit of large multi-modality models (LMMs), support 220+ LMMs, 80+ benchmarks☆4,334Updated this week
- Extend OpenRLHF to support LMM RL training for reproduction of DeepSeek-R1 on multimodal tasks.☆848May 14, 2025Updated last year
- 🔥🔥🔥 [IEEE TCSVT] Latest Papers, Codes and Datasets on Vid-LLMs.☆3,259Jun 13, 2026Updated last month
- R1-onevision, a visual language model capable of deep CoT reasoning.☆582Apr 13, 2025Updated last year
- [NeurIPS 2025 Spotlight] Official implementation of Spatial-MLLM: Boosting MLLM Capabilities in Visual-based Spatial Intelligence☆481Feb 5, 2026Updated 6 months ago
- SophiaVL-R1: Reinforcing MLLMs Reasoning with Thinking Reward☆94Aug 8, 2025Updated last year