 Kernel Inception Distance (KID), and Inception Score (IS). In this document, we focus on FID (Heusel et al.). We show how to compute it with the DiTPipeline, which uses the DiT model under the hood.
FID aims to measure how similar are two datasets of images. As per this resource:
Fréchet Inception Distance is a measure of similarity between two datasets of images. It was shown to correlate well with the human judgment of visual quality and is 