Reinforcement Learning Tuning for VideoLLMs: Reward Design and Data Efficiency
☆62Jun 6, 2025Updated last year
Alternatives and similar repositories for Temporal-R1
Users that are interested in Temporal-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:
- R1-like Video-LLM for Temporal Grounding☆138Jun 20, 2025Updated last year
- Video-R1: Reinforcing Video Reasoning in MLLMs [🔥the first paper to explore R1 for video]☆879Dec 14, 2025Updated 7 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 11 months ago
- ✨First Open-Source R1-like Video-LLM [2025/02/18]☆382Jul 1, 2026Updated 2 weeks ago
- ☆16Sep 25, 2025Updated 9 months ago
- 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.
- SpaceVLLM: Endowing Multimodal Large Language Model with Spatio-Temporal Video Grounding Capability☆17May 8, 2025Updated last year
- [NIPS2025] VideoChat-R1 & R1.5: Enhancing Spatio-Temporal Perception and Reasoning via Reinforcement Fine-Tuning☆268Oct 18, 2025Updated 9 months ago
- The official repository of our paper "Reinforcing Video Reasoning with Focused Thinking"☆36Jun 12, 2025Updated last year
- [CVPR 2026] MMR1: Enhancing Multimodal Reasoning with Variance-Aware Sampling and Open Resources☆217Sep 26, 2025Updated 9 months ago
- [CVPR 2025] LLaVA-ST: A Multimodal Large Language Model for Fine-Grained Spatial-Temporal Understanding☆84Jul 4, 2025Updated last year
- Extend OpenRLHF to support LMM RL training for reproduction of DeepSeek-R1 on multimodal tasks.☆847May 14, 2025Updated last year
- Structured Video Comprehension of Real-World Shorts☆238Sep 21, 2025Updated 9 months ago
- Official implementation of paper ReTaKe: Reducing Temporal and Knowledge Redundancy for Long Video Understanding☆40Mar 16, 2025Updated last year
- [ICLR 2026] Official repo for "FrameThinker: Learning to Think with Long Videos via Multi-Turn Frame Spotlighting"☆50Oct 9, 2025Updated 9 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.
- [NeurIPS25] Official Implementation (Pytorch) of "DeepVideo-R1"☆35Feb 22, 2026Updated 4 months ago
- Explore the Multimodal “Aha Moment” on 2B Model☆624Mar 18, 2025Updated last year
- [ICML 2026] Official implementation of "Open-o3 Video: Grounded Video Reasoning with Explicit Spatio-Temporal Evidence"☆157May 1, 2026Updated 2 months ago
- [ACL 2025] Towards Text-Image Interleaved Retrieval☆16Sep 3, 2025Updated 10 months ago
- Long-RL: Scaling RL to Long Sequences (NeurIPS 2025)☆726Sep 24, 2025Updated 9 months ago
- ☆100Jun 23, 2025Updated last year
- ☆41Sep 9, 2025Updated 10 months ago
- [CVPR' 25] Interleaved-Modal Chain-of-Thought☆112Dec 30, 2025Updated 6 months ago
- R1-Vision: Let's first take a look at the image☆48Feb 16, 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.
- [ICCV 2025] Dynamic-VLM☆28Dec 16, 2024Updated last year
- [ECCV 2026] Video-Holmes: Can MLLM Think Like Holmes for Complex Video Reasoning?☆95Jul 13, 2025Updated last year
- EasyR1: An Efficient, Scalable, Multi-Modality RL Training Framework based on veRL☆5,071Updated this week
- ☆158Oct 31, 2024Updated last year
- Official implementation of paper VideoLLM Knows When to Speak: Enhancing Time-Sensitive Video Comprehension with Video-Text Duet Interact…☆44Feb 5, 2025Updated last year
- ☆32Jul 29, 2024Updated last year
- A Versatile Video-LLM for Long and Short Video Understanding with Superior Temporal Localization Ability☆107Nov 28, 2024Updated last year
- [CVPR 2024] Context-Guided Spatio-Temporal Video Grounding☆66Jun 28, 2024Updated 2 years ago
- [LLaVA-Video-R1]✨First Adaptation of R1 to LLaVA-Video (2025-03-18)☆68May 9, 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.
- Official repository of 'Visual-RFT: Visual Reinforcement Fine-Tuning' & 'Visual-ARFT: Visual Agentic Reinforcement Fine-Tuning'’☆2,261Oct 29, 2025Updated 8 months ago
- TStar is a unified temporal search framework for long-form video question answering☆97Mar 23, 2026Updated 3 months ago
- NICE challenge 2023 Track2 2nd result(total 4th) (CVPR 2023) sponsered by LG AI/Shutterstock/SNU☆11Jun 22, 2023Updated 3 years ago
- 👾 E.T. Bench: Towards Open-Ended Event-Level Video-Language Understanding (NeurIPS 2024)☆74Jan 20, 2025Updated last year
- The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning" [NeurIPS25]☆189Jun 5, 2025Updated last year
- Official Implementation for "SiLVR : A Simple Language-based Video Reasoning Framework"☆19Jan 18, 2026Updated 6 months ago
- Project Page For "Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive Reinforcement"☆635Jan 17, 2026Updated 6 months ago