YoCausal: How Far is Video Generation from World Model? A Causality Perspective

You-Zhe Xie, Yu-Hsuan Li, Jie-Ying Lee +3

As video diffusion models (VDMs) advance toward world models, a key question arises: do they truly understand causality, or merely overfit to statistical temporal patterns? Existin…