The first comprehensive benchmark dedicated to scientific video reasoning. SciVideoBench evaluates models across Physics, Chemistry, Biology, and Medicine, covering both perceptual understanding and high-level reasoning tasks. It provides a rigorous benchmark for evaluating long-form video reasoning in domains where accuracy and explainability matter most. Features 1,000 high-quality, human-verified multiple-choice questions across 240+ scientific experiments with rich metadata including discipline, subject, timestamp breakdowns, and rationale.
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Submit a checkpoint and a reproduction script. We will run it, publish the score, and — if it takes the top — annotate the step on the progress chart with your name.