PhyRubric evaluates physical commonsense in text-to-video
November 9, 2026
PhyRubric is a diagnostic framework that uses caption-specific rubrics to evaluate physical commonsense in text-to-video models. It decomposes captions into semantic and physical items to provide timestamped evidence for why a video violates physical principles.
HOW THIS AFFECTS YOU
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researcherYou can move past subjective scores and see exactly which physical rules a video model breaks.
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designerThis can help you judge if a video generation tool is reliable for realistic physics.