3 datasets found

FairFace is a dataset of face images for fairness audit and evaluation, intentionally constructed to be approximately racially balanced.

SocialCounterfactuals is a large dataset of image-text counterfactuals depicting intersectional social attributes related to gender, race, and physical characteristics for...

A commonly observed pattern in machine learning models is an underprediction of the target feature, with the model’s predicted target rate for members of a given category...