PKU-YuanGroup / Video-BenchLinks
A Comprehensive Benchmark and Toolkit for Evaluating Video-based Large Language Models!
☆128Updated 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:
- [ACL 2024 Findings] "TempCompass: Do Video LLMs Really Understand Videos?", Yuanxin Liu, Shicheng Li, Yi Liu, Yuxiang Wang, Shuhuai Ren, …☆118Updated 3 months ago
- [Neurips 24' D&B] Official Dataloader and Evaluation Scripts for LongVideoBench.☆102Updated 11 months ago
- ☆152Updated 8 months ago
- ☆136Updated 9 months ago
- [ICLR'25] Reconstructive Visual Instruction Tuning☆97Updated 3 months ago
- [ECCV2024] Official code implementation of Merlin: Empowering Multimodal LLMs with Foresight Minds☆94Updated last year
- DenseFusion-1M: Merging Vision Experts for Comprehensive Multimodal Perception☆146Updated 7 months ago
- VideoNIAH: A Flexible Synthetic Method for Benchmarking Video MLLMs☆47Updated 4 months ago
- [CVPR 2025 Oral] VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection☆93Updated last month
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆85Updated last year
- ACL'24 (Oral) Tuning Large Multimodal Models for Videos using Reinforcement Learning from AI Feedback☆67Updated 10 months ago
- [CVPR'2025] VoCo-LLaMA: This repo is the official implementation of "VoCo-LLaMA: Towards Vision Compression with Large Language Models".☆176Updated 3 weeks ago
- (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction☆114Updated 4 months ago
- [CVPR 2024] Prompt Highlighter: Interactive Control for Multi-Modal LLMs☆147Updated 11 months ago
- [NeurIPS 2024] This repo contains evaluation code for the paper "Are We on the Right Way for Evaluating Large Vision-Language Models"☆185Updated 9 months ago
- ☆133Updated last year
- Official implementation of the Law of Vision Representation in MLLMs☆160Updated 7 months ago
- Official repository of MMDU dataset☆92Updated 9 months ago
- official impelmentation of Kangaroo: A Powerful Video-Language Model Supporting Long-context Video Input☆66Updated 10 months ago
- [ICLR 2025] AuroraCap: Efficient, Performant Video Detailed Captioning and a New Benchmark☆113Updated last month
- LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models☆139Updated 2 weeks ago
- 【NeurIPS 2024】Dense Connector for MLLMs☆167Updated 8 months ago
- TemporalBench: Benchmarking Fine-grained Temporal Understanding for Multimodal Video Models☆33Updated 8 months ago
- [ACM MM 2025] TimeChat-online: 80% Visual Tokens are Naturally Redundant in Streaming Videos☆53Updated last week
- ☆30Updated 11 months ago
- ☆86Updated 2 weeks ago
- ☆92Updated 6 months ago
- [NeurlPS 2024] One Token to Seg Them All: Language Instructed Reasoning Segmentation in Videos☆123Updated 6 months ago
- [NeurIPS 2024] Visual Perception by Large Language Model’s Weights☆45Updated 3 months ago
- Grounded-VideoLLM: Sharpening Fine-grained Temporal Grounding in Video Large Language Models☆117Updated 3 months ago