PKU-YuanGroup / Video-BenchLinks
A Comprehensive Benchmark and Toolkit for Evaluating Video-based Large Language Models!
☆125Updated last year
Alternatives and similar repositories for Video-Bench
Users that are interested in Video-Bench are comparing it to the libraries listed below
Sorting:
- (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction☆102Updated 2 months ago
- ACL'24 (Oral) Tuning Large Multimodal Models for Videos using Reinforcement Learning from AI Feedback☆65Updated 8 months ago
- ☆147Updated 7 months ago
- [Neurips 24' D&B] Official Dataloader and Evaluation Scripts for LongVideoBench.☆96Updated 10 months ago
- [ICLR'25] Reconstructive Visual Instruction Tuning☆89Updated last month
- [ACL 2024 Findings] "TempCompass: Do Video LLMs Really Understand Videos?", Yuanxin Liu, Shicheng Li, Yi Liu, Yuxiang Wang, Shuhuai Ren, …☆115Updated last month
- [CVPR 2025 Oral] VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection☆82Updated last month
- [ECCV2024] Official code implementation of Merlin: Empowering Multimodal LLMs with Foresight Minds☆93Updated 10 months ago
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆83Updated last year
- Official code for "What Makes for Good Visual Tokenizers for Large Language Models?".☆58Updated last year
- official impelmentation of Kangaroo: A Powerful Video-Language Model Supporting Long-context Video Input☆65Updated 9 months ago
- ☆133Updated last year
- ☆135Updated 8 months ago
- LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models☆130Updated last year
- [CVPR 2025] Adaptive Keyframe Sampling for Long Video Understanding☆64Updated last month
- A collection of visual instruction tuning datasets.☆76Updated last year
- [CVPR'2025] VoCo-LLaMA: This repo is the official implementation of "VoCo-LLaMA: Towards Vision Compression with Large Language Models".☆163Updated last week
- VideoNIAH: A Flexible Synthetic Method for Benchmarking Video MLLMs☆47Updated 2 months ago
- VL-GPT: A Generative Pre-trained Transformer for Vision and Language Understanding and Generation☆86Updated 8 months ago
- Official implementation of the Law of Vision Representation in MLLMs☆155Updated 6 months ago
- ☆115Updated 10 months ago
- ☆81Updated last month
- DenseFusion-1M: Merging Vision Experts for Comprehensive Multimodal Perception☆145Updated 5 months ago
- ☆84Updated 2 months ago
- [ICLR 2025] AuroraCap: Efficient, Performant Video Detailed Captioning and a New Benchmark☆105Updated last month
- [NeurIPS 2024] Efficient Large Multi-modal Models via Visual Context Compression☆59Updated 3 months ago
- Official repository of MMDU dataset☆91Updated 8 months ago
- TimeChat-online: 80% Visual Tokens are Naturally Redundant in Streaming Videos☆41Updated last week
- ICML'2024 | MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI☆111Updated 10 months ago
- Envolving Temporal Reasoning Capability into LMMs via Temporal Consistent Reward☆35Updated 2 months ago