GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium

The Fréchet inception distance (FID) is a metric used to assess the quality of images created by a generative model, like a generative adversarial network (GAN) or a diffusion model.

The FID score is the current standard metric for assessing the quality of models that generate synthetic images as of 2024.