Image Classification on CIFAR-10 (val) (Metric: Error %)
12.8Error (%)SGD
Evaluation Results
| Method | Links | |
|---|---|---|
| SGDArchitecture=ResNet-182018.05 | 12.8 | |
| CURVEBALL λArchitecture=ResNet-18, Dropout=0.32018.05 | 13.5 | |
| AdamArchitecture=ResNet-182018.05 | 14 | |
| CURVEBALL λArchitecture=ResNet-182018.05 | 15.3 | |
| CURVEBALLArchitecture=Basic + BN2018.05 | 15.8 | |
| CURVEBALLArchitecture=ResNet-182018.05 | 16.1 | |
| SGDArchitecture=Basic + BN2018.05 | 16.1 | |
| AdamArchitecture=Basic + BN2018.05 | 16.1 | |
| CURVEBALL λArchitecture=Basic + BN2018.05 | 16.3 | |
| CURVEBALLArchitecture=Basic2018.05 | 19.3 | |
| AdamArchitecture=Basic2018.05 | 19.7 | |
| CURVEBALL λArchitecture=Basic2018.05 | 19.9 | |
| SGDArchitecture=Basic2018.05 | 21.1 |