Image Attribution

6 benchmarks26 papers

Image attribution algorithms aim to identify important regions that are highly relevant to model decisions.

Benchmarks

Image Attribution on CUB-200-2011

Insertion AUC score (ResNet-101)Deletion AUC score (ResNet-101)

Image Attribution on CelebA

Insertion AUC score (ArcFace ResNet-101)Deletion AUC score (ArcFace ResNet-101)

Image Attribution on VGGFace2

Insertion AUC score (ArcFace ResNet-101)Deletion AUC score (ArcFace ResNet-101)