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Attribution Faithfulness on ImageNet (Infidelity Metric)
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1.14
Infidelity
USU
0.86
2.75
4.64
6.53
Mar 17, 2026
Infidelity
Updated 1mo ago
Evaluation Results
Method
Method
Links
Infidelity
USU
Model=VGG16
2026.03
1.14
USU-IWMR
Model=VGG16
2026.03
1.28
Bilinear
Model=ViT-B-16
2026.03
2.19
USU
Model=ResNet50
2026.03
2.21
USU-IWMR
Model=ResNet50
2026.03
2.45
Bicubic
Model=ViT-B-16
2026.03
2.48
Lanczos
Model=ViT-B-16
2026.03
2.59
Bilinear
Model=ResNet50
2026.03
4.87
Bicubic
Model=ResNet50
2026.03
5.41
Lanczos
Model=ResNet50
2026.03
5.63
Bilinear
Model=VGG16
2026.03
6.91
USU
Model=ViT-B-16
2026.03
7.02
Bicubic
Model=VGG16
2026.03
7.82
USU-IWMR
Model=ViT-B-16
2026.03
7.85
Lanczos
Model=VGG16
2026.03
8.14
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