Less is More: Fewer Interpretable Region via Submodular Subset Selection

Benchmark Model Rank Results
error-understanding-on-cub-200-2011SMDL-Attribution (ICLR version)#1Average highest confidence (ResNet-101): 0.4513…
image-attribution-on-celebaSMDL-Attribution (ICLR version)#1Insertion AUC score (ArcFace ResNet-101): 0.5752…
image-attribution-on-cub-200-2011SMDL-Attribution (ICLR version)#1Insertion AUC score (ResNet-101): 0.7262…
image-attribution-on-vggface2SMDL-Attribution (ICLR version)#1Insertion AUC score (ArcFace ResNet-101): 0.6705…