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Benchmarks
Attribution Faithfulness on CIFAR-10
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1.02
Infidelity
Lanczos
0.666
3.0555
5.445
7.8345
Mar 17, 2026
Infidelity
Updated 1mo ago
Evaluation Results
Method
Method
Links
Infidelity
Lanczos
Model=ResNet50
2026.03
1.02
USU-IWMR
Model=ViT-B-16
2026.03
1.99
USU
Model=ViT-B-16
2026.03
2.15
USU
Model=ResNet50
2026.03
2.21
USU-IWMR
Model=ResNet50
2026.03
2.38
Bilinear
Model=ViT-B-16
2026.03
2.57
Bicubic
Model=ViT-B-16
2026.03
2.89
Lanczos
Model=ViT-B-16
2026.03
3.01
Bilinear
Model=VGG16
2026.03
3.12
Bicubic
Model=VGG16
2026.03
3.55
Lanczos
Model=VGG16
2026.03
3.71
USU-IWMR
Model=VGG16
2026.03
6.47
USU
Model=VGG16
2026.03
7.12
Bilinear
Model=ResNet50
2026.03
8.95
Bicubic
Model=ResNet50
2026.03
9.87
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