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Robustness on ImageNet C-bar
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44.3
Error Rate
PIXMIX
43.632
48.141
52.65
57.159
Dec 9, 2021
Error Rate
Updated 4d ago
Evaluation Results
Method
Method
Links
Error Rate
PIXMIX
Backbone=ResNet-50, k=...
2021.12
44.3
Mixup
Backbone=ResNet-50
2021.12
55
AugMix
Backbone=ResNet-50
2021.12
56.5
SIN
Backbone=ResNet-50
2021.12
57.6
AutoAugment
Backbone=ResNet-50
2021.12
58
CutMix
Backbone=ResNet-50
2021.12
59.8
Cutout
Backbone=ResNet-50
2021.12
60.2
Baseline
Backbone=ResNet-50
2021.12
61
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