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1. rese1f/MovieChat rese1f/MovieChat Public

   [CVPR 2024] MovieChat: From Dense Token to Sparse Memory for Long Video Understanding

   Python 689 43

2. rese1f/aurora rese1f/aurora Public

   [ICLR 2025] AuroraCap: Efficient, Performant Video Detailed Captioning and a New Benchmark

   Python 141 6

3. Video-MMLU Video-MMLU Public

   A Massive Multi-Discipline Lecture Understanding Benchmark

   Python 33

4. VideoNSA VideoNSA Public

   VideoNSA: Native Sparse Attention Scales Video Understanding

   Python 81 2

5. open-compass/VLMEvalKit open-compass/VLMEvalKit Public

   Open-source evaluation toolkit of large multi-modality models (LMMs), support 220+ LMMs, 80+ benchmarks

   Python 3.9k 656

6. EvolvingLMMs-Lab/lmms-eval EvolvingLMMs-Lab/lmms-eval Public

   One-for-All Multimodal Evaluation Toolkit Across Text, Image, Video, and Audio Tasks

   Python 3.9k 540