Video-R1: Reinforcing Video Reasoning in MLLMs [🔥the first paper to explore R1 for video]
☆843Dec 14, 2025Updated 3 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]☆382Feb 23, 2025Updated last year
- [NIPS2025] VideoChat-R1 & R1.5: Enhancing Spatio-Temporal Perception and Reasoning via Reinforcement Fine-Tuning☆264Oct 18, 2025Updated 5 months ago
- R1-like Video-LLM for Temporal Grounding☆135Jun 20, 2025Updated 9 months ago
- A fork to add multimodal model training to open-r1☆1,520Feb 8, 2025Updated last year
- Reinforcement Learning Tuning for VideoLLMs: Reward Design and Data Efficiency☆62Jun 6, 2025Updated 10 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Official repository of 'Visual-RFT: Visual Reinforcement Fine-Tuning' & 'Visual-ARFT: Visual Agentic Reinforcement Fine-Tuning'’☆2,305Oct 29, 2025Updated 5 months ago
- TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning☆115Dec 24, 2025Updated 3 months ago
- Solve Visual Understanding with Reinforced VLMs☆5,925Mar 12, 2026Updated 3 weeks ago
- Witness the aha moment of VLM with less than $3.☆4,045May 19, 2025Updated 10 months ago
- ☆99Jun 23, 2025Updated 9 months ago
- Explore the Multimodal “Aha Moment” on 2B Model☆622Mar 18, 2025Updated last year
- MM-EUREKA: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learning☆773Sep 7, 2025Updated 7 months ago
- EasyR1: An Efficient, Scalable, Multi-Modality RL Training Framework based on veRL☆4,801Mar 26, 2026Updated 2 weeks ago
- This repository provides valuable reference for researchers in the field of multimodality, please start your exploratory travel in RL-bas…☆1,392Feb 26, 2026Updated last month
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Extend OpenRLHF to support LMM RL training for reproduction of DeepSeek-R1 on multimodal tasks.☆845May 14, 2025Updated 10 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…☆1,125Mar 20, 2026Updated 2 weeks ago
- ☆4,624Sep 14, 2025Updated 6 months ago
- R1-onevision, a visual language model capable of deep CoT reasoning.☆578Apr 13, 2025Updated 11 months ago
- Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey☆971Nov 14, 2025Updated 4 months ago
- Project Page For "Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive Reinforcement"☆621Jan 17, 2026Updated 2 months ago
- Official repo and evaluation implementation of VSI-Bench☆694Aug 5, 2025Updated 8 months ago
- 🧠 VideoMind: A Chain-of-LoRA Agent for Temporal-Grounded Video Reasoning (ICLR 2026)☆315Feb 8, 2026Updated 2 months ago
- SophiaVL-R1: Reinforcing MLLMs Reasoning with Thinking Reward☆93Aug 8, 2025Updated 8 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- 🔥🔥🔥 [IEEE TCSVT] Latest Papers, Codes and Datasets on Vid-LLMs.☆3,135Mar 28, 2026Updated last week
- One-for-All Multimodal Evaluation Toolkit Across Text, Image, Video, and Audio Tasks☆3,977Updated this week
- [ICLR2026] VideoChat-Flash: Hierarchical Compression for Long-Context Video Modeling☆512Nov 18, 2025Updated 4 months ago
- Frontier Multimodal Foundation Models for Image and Video Understanding☆1,131Aug 14, 2025Updated 7 months ago
- Official implementation of UnifiedReward & [NeurIPS 2025] UnifiedReward-Think & UnifiedReward-Flex☆754Mar 19, 2026Updated 3 weeks ago
- ✨✨[CVPR 2025] Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis☆746Dec 8, 2025Updated 4 months ago
- [ICLR & NeurIPS 2025] Repository for Show-o series, One Single Transformer to Unify Multimodal Understanding and Generation.☆1,909Jan 8, 2026Updated 3 months ago
- Qwen3-VL is the multimodal large language model series developed by Qwen team, Alibaba Cloud.☆18,917Jan 30, 2026Updated 2 months ago
- Open-source evaluation toolkit of large multi-modality models (LMMs), support 220+ LMMs, 80+ benchmarks☆3,987Mar 27, 2026Updated last week
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- This repo contains evaluation code for the paper "AV-Odyssey: Can Your Multimodal LLMs Really Understand Audio-Visual Information?"☆31Dec 23, 2024Updated last year
- ☆1,181Nov 20, 2025Updated 4 months ago
- Long-RL: Scaling RL to Long Sequences (NeurIPS 2025)☆707Sep 24, 2025Updated 6 months ago
- Kimi-VL: Mixture-of-Experts Vision-Language Model for Multimodal Reasoning, Long-Context Understanding, and Strong Agent Capabilities☆1,174Jul 15, 2025Updated 8 months ago
- SpaceR: The first MLLM empowered by SG-RLVR for video spatial reasoning☆110Jul 9, 2025Updated 9 months ago
- Seed1.5-VL, a vision-language foundation model designed to advance general-purpose multimodal understanding and reasoning, achieving stat…☆1,567Jun 14, 2025Updated 9 months ago
- VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs☆1,288Jan 23, 2025Updated last year