MemoBench Tests Video Models on Object State After Occlusion in Dynamic Scenes

MemoBench evaluates whether video generation models correctly recover an object's updated physical state after it disappears and reappears in a dynamically changing scene — a harder test than existing consistency benchmarks that only check static occlusion. The 360-clip benchmark combines automated metrics with VQA-based assessment across four diagnostic pillars.