CultureScore: Evaluating Cultural Faithfulness in Video Generation Models
CultureScore evaluates how faithfully video generation models represent culture across Identity, Context, and Behavior. The study found no current model achieves true cultural accuracy, with the best score at 56.8%. It shows that optimizing for visual quality often harms cultural representation and highlights the need for culturally grounded metrics.