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1. VideoMind VideoMind Public

   🧠 VideoMind: A Chain-of-LoRA Agent for Temporal-Grounded Video Reasoning (ICLR 2026)

   Python 363 35

2. PolyU-ChenLab/UniPixel PolyU-ChenLab/UniPixel Public

   🔮 UniPixel: Unified Object Referring and Segmentation for Pixel-Level Visual Reasoning (NeurIPS 2025)

   Python 258 20

3. PolyU-ChenLab/ETBench PolyU-ChenLab/ETBench Public

   👾 E.T. Bench: Towards Open-Ended Event-Level Video-Language Understanding (NeurIPS 2024)

   Python 73 1

4. R2-Tuning R2-Tuning Public

   🌀 R2-Tuning: Efficient Image-to-Video Transfer Learning for Video Temporal Grounding (ECCV 2024)

   Python 92 5

5. TencentARC/UMT TencentARC/UMT Public

   UMT is a unified and flexible framework which can handle different input modality combinations, and output video moment retrieval and/or highlight detection results.

   Python 239 21

6. CATNet CATNet Public

   🛰️ Learning to Aggregate Multi-Scale Context for Instance Segmentation in Remote Sensing Images (TNNLS 2024)

   Python 88 13