ttengwang / Awesome_Long_Form_Video_UnderstandingLinks
Awesome papers & datasets specifically focused on long-term videos.
☆337Updated 2 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
Sorting:
- [CVPR'2024 Highlight] Official PyTorch implementation of the paper "VTimeLLM: Empower LLM to Grasp Video Moments".☆294Updated last year
- [CVPR 2024] TimeChat: A Time-sensitive Multimodal Large Language Model for Long Video Understanding☆406Updated 7 months ago
- R1-like Video-LLM for Temporal Grounding☆130Updated 6 months ago
- (2024CVPR) MA-LMM: Memory-Augmented Large Multimodal Model for Long-Term Video Understanding☆344Updated last year
- 🔥🔥MLVU: Multi-task Long Video Understanding Benchmark☆237Updated 4 months ago
- ☆356Updated last year
- [ICLR 2025] TRACE: Temporal Grounding Video LLM via Casual Event Modeling☆142Updated 4 months ago
- Code for CVPR25 paper "VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long Videos"☆151Updated 6 months ago
- Official Implementation of "Chrono: A Simple Blueprint for Representing Time in MLLMs"☆91Updated 9 months ago
- [CVPR2025] Number it: Temporal Grounding Videos like Flipping Manga☆135Updated 2 months ago
- [AAAI 2025] VTG-LLM: Integrating Timestamp Knowledge into Video LLMs for Enhanced Video Temporal Grounding☆121Updated last year
- Foundation Models for Video Understanding: A Survey☆141Updated 5 months ago
- ☆105Updated last year
- [ACL 2024 Findings] "TempCompass: Do Video LLMs Really Understand Videos?", Yuanxin Liu, Shicheng Li, Yi Liu, Yuxiang Wang, Shuhuai Ren, …☆127Updated 9 months ago
- VideoChat-Flash: Hierarchical Compression for Long-Context Video Modeling☆490Updated last month
- [Neurips'24 Spotlight] Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought …☆414Updated last year
- ✨First Open-Source R1-like Video-LLM [2025/02/18]☆380Updated 10 months ago
- Video Chain of Thought, Codes for ICML 2024 paper: "Video-of-Thought: Step-by-Step Video Reasoning from Perception to Cognition"☆173Updated 10 months ago
- [NIPS2025] VideoChat-R1 & R1.5: Enhancing Spatio-Temporal Perception and Reasoning via Reinforcement Fine-Tuning☆252Updated 2 months ago
- [ECCV 2024🔥] Official implementation of the paper "ST-LLM: Large Language Models Are Effective Temporal Learners"☆150Updated last year
- [CVPR2024] ViP-LLaVA: Making Large Multimodal Models Understand Arbitrary Visual Prompts☆335Updated last year
- ☆139Updated last year
- [NeurIPS 2023] Self-Chained Image-Language Model for Video Localization and Question Answering☆193Updated last year
- A Versatile Video-LLM for Long and Short Video Understanding with Superior Temporal Localization Ability☆104Updated last year
- ✨✨[CVPR 2025] Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis☆706Updated 3 weeks ago
- [EMNLP 2025 Findings] Grounded-VideoLLM: Sharpening Fine-grained Temporal Grounding in Video Large Language Models☆138Updated 4 months ago
- 🔥CVPR 2025 Multimodal Large Language Models Paper List☆154Updated 9 months ago
- The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆240Updated 4 months ago
- [ICCV2023 Oral] Unmasked Teacher: Towards Training-Efficient Video Foundation Models☆343Updated last year
- PG-Video-LLaVA: Pixel Grounding in Large Multimodal Video Models☆261Updated 5 months ago