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Image Classification on CIFAR-100 (FGSM Robustness)
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17.38
FGSM Error Rate
DIFFUSEMIX
16.342
23.3485
30.355
37.3615
Apr 5, 2024
FGSM Error Rate
Updated 1mo ago
Evaluation Results
Method
Method
Links
FGSM Error Rate
DIFFUSEMIX
Backbone=PreactResNet-18
2024.04
17.38
PuzzleMix
Backbone=PreactResNet-18
2024.04
19.62
Manifold
Backbone=PreactResNet-18
2024.04
20.98
Mixup
Backbone=PreactResNet-18
2024.04
23.16
CutMix
Backbone=PreactResNet-18
2024.04
23.2
Vanilla
Backbone=PreactResNet-18
2024.04
23.67
AugMix
Backbone=PreactResNet-18
2024.04
43.33
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