YoCausal: How Far is Video Generation from World Model? A Causality Perspective
The first benchmark evaluating causal understanding in video generation models. Our benchmark can incorporate any real-world video at zero cost, making it arbitrarily extensible to easily assess video generation models' understanding of diverse types of causality.