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ResearchFormerly WizWand

Image Classification on CIFAR-10-C 1 (test)

9.1Classification ErrorARP-SP
8.12414.71221.327.888Aug 19, 2021
Updated 8mo ago

Evaluation results

MethodLinks
ARP-SPBackbone=WideResNet2021.089.1
ARP-SPBackbone=ResNeXt2021.089.1
ARP-SPBackbone=DenseNet2021.0810.3
APR-SBackbone=WideResNet2021.0810.6
AugMixBackbone=ResNeXt2021.0810.9
APR-SBackbone=ResNeXt2021.0811
AugMixBackbone=WideResNet2021.0811.2
ARP-SPBackbone=AllConvNet2021.0811.5
APR-SBackbone=DenseNet2021.0812.3
AugMixBackbone=DenseNet2021.0812.7
APR-SBackbone=AllConvNet2021.0814.8
AugMixBackbone=AllConvNet2021.0815
APR-PBackbone=WideResNet2021.0818.3
APR-PBackbone=ResNeXt2021.0818.5
APR-PBackbone=DenseNet2021.0820.3
APR-PBackbone=AllConvNet2021.0821.5
MixupBackbone=WideResNet2021.0822.3
MixupBackbone=ResNeXt2021.0822.6
AutoAugmentBackbone=WideResNet2021.0823.9
AutoAugmentBackbone=ResNeXt2021.0824.2
MixupBackbone=AllConvNet2021.0824.6
MixupBackbone=DenseNet2021.0824.6
Adv TrainingBackbone=WideResNet2021.0826.2
AutoAugmentBackbone=DenseNet2021.0826.6
CutoutBackbone=WideResNet2021.0826.8
StandardBackbone=WideResNet2021.0826.9
Adv TrainingBackbone=ResNeXt2021.0827
CutMixBackbone=WideResNet2021.0827.1
StandardBackbone=ResNeXt2021.0827.5
Adv TrainingBackbone=DenseNet2021.0827.6
Adv TrainingBackbone=AllConvNet2021.0828.1
CutoutBackbone=ResNeXt2021.0828.9
AutoAugmentBackbone=AllConvNet2021.0829.2
CutMixBackbone=ResNeXt2021.0829.5
StandardBackbone=DenseNet2021.0830.7
StandardBackbone=AllConvNet2021.0830.8
CutMixBackbone=AllConvNet2021.0831.3
CutoutBackbone=DenseNet2021.0832.1
CutoutBackbone=AllConvNet2021.0832.9
CutMixBackbone=DenseNet2021.0833.5