Computer ScienceFilmBench Reveals Cinematic Gaps in Video GeneratorsA director-designed taxonomy and evaluation agent track human model rankings at Spearman ρ=0.95–0.96 while exposing multi-shot and dynamic-aesthetics failures.cs.AIcs.CVAug 3, 20264 min2607.24241