Alibaba-NLP/UVRB

🌐 Universal Video Retrieval Benchmark (UVRB) The first comprehensive benchmark for universal video retrievalEvaluate your model across 16 datasets, 3 query types, and 6 capability dimensions — not just accuracy, but why it succeeds or fails. UVRB is a comprehensive evaluation suite designed to diagnose and quantify a video embedding model’s true generalization ability — beyond narrow text-to-video tasks. It exposes critical gaps in spatial reasoning, temporal dynamics… See the full description on the dataset page: https://huggingface.co/datasets/Alibaba-NLP/UVRB.

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