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Attribution Evaluation on VGGFace2 ArcFace ResNet-101 (val)
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31.03
Deletion AUC
Grad-CAM
6.1116
12.5808
19.05
25.5192
Apr 1, 2025
Deletion AUC
Insertion AUC
µFidelity
Updated 15d ago
Evaluation Results
Method
Method
Links
Deletion AUC
Insertion AUC
µFidelity
Grad-CAM
Model=ArcFace ResNet-101
2025.04
31.03
47.33
27.73
Kernel SHAP
Model=ArcFace ResNet-101
2025.04
21.19
61.32
49.05
LIME
Model=ArcFace ResNet-101
2025.04
20.34
61.85
48.56
Saliency
Model=ArcFace ResNet-101
2025.04
19.07
56.12
50.34
RISE
Model=ArcFace ResNet-101
2025.04
13.75
65.3
38.22
HSIC-Attribution
Model=ArcFace ResNet-101
2025.04
13.17
66.94
52.95
Previous work
Model=ArcFace ResNet-101
2025.04
13.04
67.05
-
Integrated Gradients
Model=ArcFace ResNet-101
2025.04
7.49
53.99
38.53
LIMA (w/ SLICO)
Model=ArcFace ResNet-101
2025.04
7.07
68.41
53.61
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