Image Classification on CIFAR-10-C 1 (test)
9.1Classification ErrorARP-SP
Evaluation Results
| Method | Links | |
|---|---|---|
| ARP-SPBackbone=WideResNet2021.08 | 9.1 | |
| ARP-SPBackbone=ResNeXt2021.08 | 9.1 | |
| ARP-SPBackbone=DenseNet2021.08 | 10.3 | |
| APR-SBackbone=WideResNet2021.08 | 10.6 | |
| AugMixBackbone=ResNeXt2021.08 | 10.9 | |
| APR-SBackbone=ResNeXt2021.08 | 11 | |
| AugMixBackbone=WideResNet2021.08 | 11.2 | |
| ARP-SPBackbone=AllConvNet2021.08 | 11.5 | |
| APR-SBackbone=DenseNet2021.08 | 12.3 | |
| AugMixBackbone=DenseNet2021.08 | 12.7 | |
| APR-SBackbone=AllConvNet2021.08 | 14.8 | |
| AugMixBackbone=AllConvNet2021.08 | 15 | |
| APR-PBackbone=WideResNet2021.08 | 18.3 | |
| APR-PBackbone=ResNeXt2021.08 | 18.5 | |
| APR-PBackbone=DenseNet2021.08 | 20.3 | |
| APR-PBackbone=AllConvNet2021.08 | 21.5 | |
| MixupBackbone=WideResNet2021.08 | 22.3 | |
| MixupBackbone=ResNeXt2021.08 | 22.6 | |
| AutoAugmentBackbone=WideResNet2021.08 | 23.9 | |
| AutoAugmentBackbone=ResNeXt2021.08 | 24.2 | |
| MixupBackbone=AllConvNet2021.08 | 24.6 | |
| MixupBackbone=DenseNet2021.08 | 24.6 | |
| Adv TrainingBackbone=WideResNet2021.08 | 26.2 | |
| AutoAugmentBackbone=DenseNet2021.08 | 26.6 | |
| CutoutBackbone=WideResNet2021.08 | 26.8 | |
| StandardBackbone=WideResNet2021.08 | 26.9 | |
| Adv TrainingBackbone=ResNeXt2021.08 | 27 | |
| CutMixBackbone=WideResNet2021.08 | 27.1 | |
| StandardBackbone=ResNeXt2021.08 | 27.5 | |
| Adv TrainingBackbone=DenseNet2021.08 | 27.6 | |
| Adv TrainingBackbone=AllConvNet2021.08 | 28.1 | |
| CutoutBackbone=ResNeXt2021.08 | 28.9 | |
| AutoAugmentBackbone=AllConvNet2021.08 | 29.2 | |
| CutMixBackbone=ResNeXt2021.08 | 29.5 | |
| StandardBackbone=DenseNet2021.08 | 30.7 | |
| StandardBackbone=AllConvNet2021.08 | 30.8 | |
| CutMixBackbone=AllConvNet2021.08 | 31.3 | |
| CutoutBackbone=DenseNet2021.08 | 32.1 | |
| CutoutBackbone=AllConvNet2021.08 | 32.9 | |
| CutMixBackbone=DenseNet2021.08 | 33.5 |