Towards Reliable Assessments of Demographic Disparities in Multi-Label Image Classifiers

Melissa Hall, Bobbie Chern, Laura Gustafson +4

Disaggregated performance metrics across demographic groups are a hallmark of fairness assessments in computer vision. These metrics successfully incentivized performance improveme…