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1. MME-Benchmarks/Video-MME MME-Benchmarks/Video-MME Public

   ✨✨[CVPR 2025] Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis

   788 30

2. Video-RAG-master Video-RAG-master Public

   ✨✨[NeurIPS 2025] This is the official implementation of our paper "Video-RAG: Visually-aligned Retrieval-Augmented Long Video Comprehension"

   Python 455 45

3. MAC-AutoML/QuoTA MAC-AutoML/QuoTA Public

   ✨✨[AAAI 2026] This is the official implementation of our paper "QuoTA: Query-oriented Token Assignment via CoT Query Decouple for Long Video Comprehension"

   Python 79 2

4. MAC-AutoML/OmniScope MAC-AutoML/OmniScope Public

   [ACMMM 2026🔥] This is the official implementation of our paper "OmniScope: Modality-decoupled Token Compression for Efficient Omnimodal Video Understanding"

   Python 7

5. 3DRefTR 3DRefTR Public

   This is a PyTorch implementation of 3DRefTR proposed by our paper "A Unified Framework for 3D Point Cloud Visual Grounding"

   Python 26

6. TaoLiveAIGC/TLive-Omni TaoLiveAIGC/TLive-Omni Public

   TLive-Omni: An Omni-Modal Understanding Model for E-Commerce Live Streaming

   Python 4