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Robustness on ImageNet-R
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58.5
Error Rate
SIN
58.18
60.34
62.5
64.66
Dec 9, 2021
Error Rate
Updated 4d ago
Evaluation Results
Method
Method
Links
Error Rate
SIN
Backbone=ResNet-50
2021.12
58.5
PIXMIX
Backbone=ResNet-50, k=...
2021.12
60.1
AugMix
Backbone=ResNet-50
2021.12
61.7
AutoAugment
Backbone=ResNet-50
2021.12
61.9
Mixup
Backbone=ResNet-50
2021.12
62.3
Baseline
Backbone=ResNet-50
2021.12
63.8
Cutout
Backbone=ResNet-50
2021.12
64.8
CutMix
Backbone=ResNet-50
2021.12
66.5
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