Image Classification on CIFAR-100 (test) (Direct and Transfer Error Rates)
10.7Test Error RateAA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AAModel=PyramidNet+ShakeDrop2019.05 | 10.7 | — | — | |
| PBAModel=PyramidNet+ShakeDrop2019.05 | 10.9 | — | — | |
| CutoutModel=PyramidNet+ShakeDrop2019.05 | 12.2 | — | — | |
| BaselineModel=PyramidNet+ShakeDrop2019.05 | 14 | — | — | |
| AAModel=Shake-Shake(26 2x96d)2019.05 | 14.3 | — | — | |
| PBAModel=Shake-Shake(26 2x96d)2019.05 | 15.3 | — | — | |
| CutoutModel=Shake-Shake(26 2x96d)2019.05 | 16 | — | — | |
| PBAModel=Wide-ResNet-28-102019.05 | 16.7 | — | — | |
| AAModel=Wide-ResNet-28-102019.05 | 17.1 | — | — | |
| BaselineModel=Shake-Shake(26 2x96d)2019.05 | 17.1 | — | — | |
| CutoutModel=Wide-ResNet-28-102019.05 | 18.4 | — | — | |
| BaselineModel=Wide-ResNet-28-102019.05 | 18.8 | — | — | |
| AAModel=Wide-ResNet-40-22019.05 | 20.7 | — | — | |
| CutoutModel=Wide-ResNet-40-22019.05 | 25.2 | — | — | |
| BaselineModel=Wide-ResNet-40-22019.05 | 26 | — | — | |
| Fast AutoAugmentModel=Wide-ResNet-40-2, Search method=transfer2019.05 | — | 20.7 | — | |
| Fast AutoAugmentModel=Wide-ResNet-40-2, Search method=direct2019.05 | — | — | 20.6 | |
| Fast AutoAugmentModel=Wide-ResNet-28-10, Search method=transfer2019.05 | — | 17.3 | — | |
| Fast AutoAugmentModel=Wide-ResNet-28-10, Search method=direct2019.05 | — | — | 17.3 | |
| Fast AutoAugmentModel=Shake-Shake(26 2x96d), Search method=transfer2019.05 | — | 14.9 | — | |
| Fast AutoAugmentModel=Shake-Shake(26 2x96d), Search method=direct2019.05 | — | — | 14.6 | |
| Fast AutoAugmentModel=PyramidNet+ShakeDrop, Search method=transfer2019.05 | — | 11.9 | — | |
| Fast AutoAugmentModel=PyramidNet+ShakeDrop, Search method=direct2019.05 | — | — | 11.7 |