What FID Hides: Detecting, Ranking, and Diagnosing Deviations in Generative Evaluation

Hao Chen

Generative models are commonly ranked by Fréchet Inception Distance (FID) and Kernel Inception Distance (KID), yet FID's first-two-moment summary can miss distributional difference…