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cognphys-anon/CognPhys

CognPhys — Rule Induction from Physics Video CognPhys evaluates whether vision-language models can induce the rules that govern a world from observation, rather than recalling known physics. Every world is produced by a procedural rule engine in which the governing law deviates from Newtonian mechanics along one controlled axis: gravity points sideways instead of down, a collision injects a velocity delta that is independent of the struck body's mass, a central force falls off… See the full description on the dataset page: https://huggingface.co/datasets/cognphys-anon/CognPhys.

Author / organizationcognphys-anon
License (as declared)cc-by-4.0
Downloads209 (as reported by Hugging Face)
Likes0
Created25 September 2026
Last updated at source25 September 2026
physicsbenchmarkrule-inductionintuitive-physicsworld-modeldynamicssyntheticmujocovideo-understanding
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