CLIP Score
CLIP Score (also written CLIPScore or CLIP-S) is a reference-free automatic evaluation metric that measures how well a text caption matches an image, computed as the rescaled cosine similarity of the image and…
Image Generation
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Frechet Inception Distance
The Frechet Inception Distance (FID) is the standard metric for measuring the quality of images produced by generative models: it computes the Frechet distance between two multivariate Gaussian distributions…
GenEval
GenEval is an object-focused benchmark for evaluating how well text-to-image models follow the content of a prompt.