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VALUE is a evaluation benchmark built on 11 datasets across 3 tasks with the focus on multi-channel videos (video+subtitle) for Video-And-Language Understanding Evaluation
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VALUE
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2026-02-28 01:14:42
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VALUE VALUE Home Code Download Tasks Leaderboard Challenge Submission Paper People Meet VALUE! A Comprehensive Benchmark for V ideo- A nd- L anguage U nderstanding E valuation. Why VALUE? Multi-channel Video With both Video Frames and Subtitle/ASR Diverse Video Domain Diverse video content from YouTube , TV Episodes and Movie Clips Various Datasets over Representative Tasks 11 datasets over 3 tasks: Retrieval , Question Answering and Captioning . Leaderboard! To track the advances in Video-and-Langauge research. What is VALUE? The V ideo- A nd- L anguage U nderstanding E valuation (VALUE) benchmark is a collection of resources for training, evaluating, and analyzing systems for understanding both video and subtitles. VALUE consists of: A benchmark of 11 video and language tasks built on established existing datasets and selected to cover a diverse range of dataset sizes, video genres, degrees of difficulty and task ty...
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