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☆137Jun 20, 2025Updated last year
- Video-R1: Reinforcing Video Reasoning in MLLMs [🔥the first paper to explore R1 for video]☆878Dec 14, 2025Updated 6 months ago
- ✨First Open-Source R1-like Video-LLM [2025/02/18]☆383Feb 23, 2025Updated last year
- SpaceVLLM: Endowing Multimodal Large Language Model with Spatio-Temporal Video Grounding Capability☆17May 8, 2025Updated last year
- [ACL 2025] Towards Text-Image Interleaved Retrieval☆16Sep 3, 2025Updated 9 months ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- [CVPR 2026] MMR1: Enhancing Multimodal Reasoning with Variance-Aware Sampling and Open Resources☆218Sep 26, 2025Updated 9 months ago
- [ICCV 2025] Object-centric Video Question Answering with Visual Grounding and Referring☆24Aug 8, 2025Updated 10 months ago
- ☆41Sep 9, 2025Updated 9 months ago
- [LLaVA-Video-R1]✨First Adaptation of R1 to LLaVA-Video (2025-03-18)☆68May 9, 2025Updated last year
- CVPR 2025 Accepted Papers☆26Dec 20, 2025Updated 6 months ago
- VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning☆37May 9, 2026Updated last month
- NICE challenge 2023 Track2 2nd result(total 4th) (CVPR 2023) sponsered by LG AI/Shutterstock/SNU☆11Jun 22, 2023Updated 3 years ago
- Official implementation of paper ReTaKe: Reducing Temporal and Knowledge Redundancy for Long Video Understanding☆40Mar 16, 2025Updated last year
- Official repository of paper "LOVE-R1: Advancing Long Video Understanding with Adaptive Zoom-in Mechanism via Multi-Step Reasoning"☆24Nov 1, 2025Updated 7 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.
- MR. Video: MapReduce is the Principle for Long Video Understanding☆31Jun 18, 2026Updated last week
- The official repository of our paper "Reinforcing Video Reasoning with Focused Thinking"☆36Jun 12, 2025Updated last year
- Extend OpenRLHF to support LMM RL training for reproduction of DeepSeek-R1 on multimodal tasks.☆846May 14, 2025Updated last year
- [Blog 1] Recording a bug of grpo_trainer in some R1 projects☆23Feb 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
- EgoToM is an egocentric theory-of-mind benchmark built on Ego4D videos, containing multi-choice questions that evaluate multimodal large …☆16Apr 1, 2025Updated last year
- R1-onevision, a visual language model capable of deep CoT reasoning.☆581Apr 13, 2025Updated last year
- OVAD: Open-vocabulary Attribute Detection code☆30Aug 28, 2023Updated 2 years ago
- [CVPR 2025] Adaptive Keyframe Sampling for Long Video Understanding☆224Dec 19, 2025Updated 6 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.
- [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
- EasyR1: An Efficient, Scalable, Multi-Modality RL Training Framework based on veRL☆5,033Apr 6, 2026Updated 2 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
- ☆101Jun 23, 2025Updated last year
- [CVPR' 25] Interleaved-Modal Chain-of-Thought☆111Dec 30, 2025Updated 5 months ago
- Explore the Multimodal “Aha Moment” on 2B Model☆623Mar 18, 2025Updated last year
- Vision-Language based Visual Object Tracking☆34May 14, 2026Updated last month
- Structured Video Comprehension of Real-World Shorts☆238Sep 21, 2025Updated 9 months ago
- Official implementation of EgoThinker at NIPS 2025☆29Nov 25, 2025Updated 7 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.
- ☆32Jul 29, 2024Updated last year
- RS Generate dataset☆18Jan 2, 2025Updated last year
- Official implementation of paper VideoLLM Knows When to Speak: Enhancing Time-Sensitive Video Comprehension with Video-Text Duet Interact…☆43Feb 5, 2025Updated last year
- [NeurIPS 2024] Visual Perception by Large Language Model’s Weights☆55Mar 31, 2025Updated last year
- Ask&Confirm: Active Detail Enriching for Cross-Modal Retrieval with Partial Query (ICCV2021)☆20Dec 4, 2021Updated 4 years ago
- Official repository of "Chatting Makes Perfect: Chat-based Image Retrieval"☆32Feb 5, 2025Updated last year
- ☆24Jun 18, 2025Updated last year