Julian Rosas Scull

Foresight at the Event Boundary: Evaluating Physical Prediction in Video World Models

Video world models are largely regarded as predictive models of the physical world and are therefore expected to anticipate the consequences of observed events. However, evaluation has mainly focused on reference similarity, physical-law consistency, or judgment plausibility, estimating anticipation only indirectly. We...