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ResearchFormerly WizWand

Image Classification on CIFAR-10 standard (test) (Error Rate)

3.8Error RateAutoAugment
3.1967.27311.3515.427Aug 19, 2021
Updated 8mo ago

Evaluation results

MethodLinks
AutoAugmentBackbone=ResNeXt2021.083.8
CutMixBackbone=ResNeXt2021.083.9
APR-SPBackbone=ResNeXt2021.083.9
MixupBackbone=ResNeXt2021.084.2
AugMixBackbone=ResNeXt2021.084.2
APR-SPBackbone=WideResNet2021.084.3
StandardBackbone=ResNeXt2021.084.3
CutoutBackbone=WideResNet2021.084.4
CutoutBackbone=ResNeXt2021.084.4
APR-PBackbone=ResNeXt2021.084.5
APR-SBackbone=ResNeXt2021.084.5
CutMixBackbone=WideResNet2021.084.6
CutoutBackbone=DenseNet2021.084.8
AutoAugmentBackbone=DenseNet2021.084.8
APR-SPBackbone=DenseNet2021.084.8
AutoAugmentBackbone=WideResNet2021.084.8
APR-PBackbone=WideResNet2021.084.8
AugMixBackbone=DenseNet2021.084.9
MixupBackbone=WideResNet2021.084.9
AugMixBackbone=WideResNet2021.084.9
APR-PBackbone=DenseNet2021.085
APR-SBackbone=WideResNet2021.085
APR-SBackbone=DenseNet2021.085.1
StandardBackbone=WideResNet2021.085.2
CutMixBackbone=DenseNet2021.085.3
APR-PBackbone=AllConvNet2021.085.5
MixupBackbone=DenseNet2021.085.5
APR-SPBackbone=AllConvNet2021.085.7
StandardBackbone=DenseNet2021.085.8
StandardBackbone=AllConvNet2021.086.1
CutoutBackbone=AllConvNet2021.086.1
MixupBackbone=AllConvNet2021.086.3
CutMixBackbone=AllConvNet2021.086.4
AugMixBackbone=AllConvNet2021.086.5
APR-SBackbone=AllConvNet2021.086.5
AutoAugmentBackbone=AllConvNet2021.086.6
Adv TrainingBackbone=ResNeXt2021.0815.4
Adv TrainingBackbone=WideResNet2021.0817.1
Adv TrainingBackbone=DenseNet2021.0817.9
Adv TrainingBackbone=AllConvNet2021.0818.9