Awesome papers & datasets specifically focused on long-term videos.
β385Oct 9, 2025Updated 10 months ago
Alternatives and similar repositories for Awesome_Long_Form_Video_Understanding
Users that are interested in Awesome_Long_Form_Video_Understanding are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- π₯π₯π₯ [IEEE TCSVT] Latest Papers, Codes and Datasets on Vid-LLMs.β3,279Aug 24, 2026Updated last week
- [CVPR 2024] MovieChat: From Dense Token to Sparse Memory for Long Video Understandingβ706Jan 29, 2025Updated last year
- [CVPR'2024 Highlight] Official PyTorch implementation of the paper "VTimeLLM: Empower LLM to Grasp Video Moments".β296Jun 13, 2024Updated 2 years ago
- A lightweight flexible Video-MLLM developed by TencentQQ Multimedia Research Team.β73Oct 14, 2024Updated last year
- [CVPR 2024] TimeChat: A Time-sensitive Multimodal Large Language Model for Long Video Understandingβ425May 8, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways β’ AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [Neurips 24' D&B] Official Dataloader and Evaluation Scripts for LongVideoBench.β138Jul 27, 2024Updated 2 years ago
- Code for CVPR25 paper "VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long Videos"β168Jun 23, 2025Updated last year
- π₯π₯MLVU: Multi-task Long Video Understanding Benchmarkβ268Apr 13, 2026Updated 4 months ago
- (2024CVPR) MA-LMM: Memory-Augmented Large Multimodal Model for Long-Term Video Understandingβ352Jul 19, 2024Updated 2 years ago
- β¨First Open-Source R1-like Video-LLM [2025/02/18]β384Jul 1, 2026Updated last month
- β208Jul 12, 2024Updated 2 years ago
- β¨β¨[CVPR 2025] Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysisβ791Dec 8, 2025Updated 8 months ago
- A simple and effective feature extractor for untrimmed videosβ13Sep 1, 2022Updated 3 years ago
- β118Dec 30, 2024Updated last year
- GPUs on demand by Runpod - Special Offer Available β’ AdRun AI, ML, and HPC workloads on powerful cloud GPUsβwithout limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- LongVALE: Vision-Audio-Language-Event Benchmark Towards Time-Aware Omni-Modal Perception of Long Videos. (CVPR 2025))β62Jun 9, 2025Updated last year
- β154Nov 17, 2025Updated 9 months ago
- Video-R1: Reinforcing Video Reasoning in MLLMs [ π₯the first paper to explore R1 for video]β887Dec 14, 2025Updated 8 months ago
- [AAAI 2025] VTG-LLM: Integrating Timestamp Knowledge into Video LLMs for Enhanced Video Temporal Groundingβ131Dec 10, 2024Updated last year
- Long Context Transfer from Language to Visionβ412Mar 18, 2025Updated last year
- VideoNIAH: A Flexible Synthetic Method for Benchmarking Video MLLMsβ57Mar 9, 2025Updated last year
- β81Nov 24, 2024Updated last year
- [ACL 2024 Findings] "TempCompass: Do Video LLMs Really Understand Videos?", Yuanxin Liu, Shicheng Li, Yi Liu, Yuxiang Wang, Shuhuai Ren, β¦β133Apr 4, 2025Updated last year
- A Versatile Video-LLM for Long and Short Video Understanding with Superior Temporal Localization Abilityβ109Nov 28, 2024Updated 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.
- β108Jul 30, 2024Updated 2 years ago
- β151Apr 16, 2025Updated last year
- π₯An open-source survey of the latest video reasoning tasks, paradigms, and benchmarks.β191Jun 14, 2026Updated 2 months ago
- An official implementation for MS-DETR in ACL'23β17Jun 3, 2023Updated 3 years ago
- [ECCV2024] Video Foundation Models & Data for Multimodal Understandingβ2,372Jul 2, 2026Updated last month
- Structuring Hour-Long Videos into Navigable Chapters and Hierarchical Summariesβ44Nov 19, 2025Updated 9 months ago
- [NeurIPS'25] Time-R1: Post-Training Large Vision Language Model for Temporal Video Groundingβ95Dec 14, 2025Updated 8 months ago
- Accelerating Vision-Language Pretraining with Free Language Modeling (CVPR 2023)β31May 15, 2023Updated 3 years ago
- [ECCV 2024] Learning Video Context as Interleaved Multimodal Sequencesβ46Mar 11, 2025Updated last year
- 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.
- π₯π₯First-ever hour scale video understanding modelsβ626Jul 14, 2025Updated last year
- A new multi-shot video understanding benchmark Shot2Story with comprehensive video summaries and detailed shot-level captions.β180Jan 30, 2025Updated last year
- π R2-Tuning: Efficient Image-to-Video Transfer Learning for Video Temporal Grounding (ECCV 2024)β92Jul 2, 2024Updated 2 years ago
- Hierarchical Video-Moment Retrieval and Step-Captioning (CVPR 2023)β110Jan 23, 2025Updated last year
- β138Sep 29, 2024Updated last year
- The official repository for CVPR'26 Paper "APPO: Attention-guided Perception Policy Optimization for Video Reasoning"β16Mar 19, 2026Updated 5 months ago
- β19Jul 22, 2025Updated last year