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1. Nicous20/FunQA Nicous20/FunQA Public

   FunQA benchmarks funny, creative, and magic videos for challenging tasks including timestamp localization, video description, reasoning, and beyond.

   Python 104 1

2. RISys-Lab/ReasonCLIP RISys-Lab/ReasonCLIP Public

   [ECCV 2026] Visually Grounded Commonsense Reasoning Surpervison for CLIP-like Models

   Python 8

3. TRIG TRIG Public

   [ICCV 2025] Trade-offs in Image Generation: How Do Different Dimensions Interact? (Official repository)

   Python 10 2

4. CUVA CUVA Public

   [CVPR 2024] Official repository of the paper "Uncovering What, Why and How: A Comprehensive Benchmark for Causation Understanding of Video Anomaly"

   Python 88 22

5. DocMSU DocMSU Public

   [AAAI 2024] Official repository of the paper "DocMSU: A Comprehensive Benchmark for Document-level Multimodal Sarcasm Understanding"

   Python 9

6. TradingCodex TradingCodex Public

   Python