PhysicsMind

A simulation-and-real-world benchmark for testing physical reasoning and prediction in vision-language and world models.

PhysicsMind evaluates whether foundation models follow basic mechanics instead of relying only on visual appearance. It combines simulated and real environments and covers both visual question answering and video prediction.

The benchmark focuses on center of mass, lever equilibrium, and Newton’s first law. Its generation track checks whether predicted motion remains consistent with the physical constraints present in reference scenes.