Preprint Open access
WorldFact-Bench: Beyond Image-Internal Plausibility to Image-World Consistency
Advances in image generation have made visual authenticity increasingly difficult to assess. Although image forensics now examines both generation artifacts and higher-level visual inconsistencies, a plausible image can still contradict real-world facts or rules. We introduce WorldFact-Bench to evaluate image-world con …