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ResearchFormerly WizWand

Feature Attribution Evaluation on Open Images 5000 random images (val)

0.719AUCXRAI + GIG(20)
0.46420.530350.59650.66265Jun 17, 2021
Updated 8mo ago

Evaluation results

MethodLinks
XRAI + GIG(20)Backbone=ResNet2021.060.719
XRAI + GIG(0)Backbone=ResNet2021.060.718
Smoothgrad + GIG(20)Backbone=ResNet2021.060.685
Smoothgrad + IGBackbone=ResNet2021.060.662
Smoothgrad + GIG(0)Backbone=ResNet2021.060.649
XRAI + IGBackbone=ResNet2021.060.631
GIG(0)Backbone=ResNet2021.060.63
GIG(20)Backbone=ResNet2021.060.624
Blur IGBackbone=ResNet2021.060.619
EdgeBackbone=ResNet2021.060.611
GradientsBackbone=ResNet2021.060.606
IGBackbone=ResNet2021.060.557
GradCAMBackbone=ResNet2021.060.474