Image Classification on CIFAR-10.1 (test)
10.4Test ErrorAENIB
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AENIBData Augmentation=PixMix2023.03 | 10.4 | — | |
| AENIB2023.03 | 11.6 | — | |
| AENIBData Augmentation=AugMix2023.03 | 12.5 | — | |
| sq-NLIB2023.03 | 13 | — | |
| PixMix2023.03 | 13.1 | — | |
| DisenIB2023.03 | 13.2 | — | |
| Cross-entropy2023.03 | 13.4 | — | |
| VIB2023.03 | 13.6 | — | |
| AugMix2023.03 | 14.2 | — | |
| NLIB2023.03 | 14.6 | — | |
| TTTvariant=standard version2019.09 | 15.9 | — | |
| Joint training2019.09 | 16.7 | — | |
| Object recognition task only2019.09 | 17.4 | — | |
| BNBackbone=WRN-16-8, Training Data=Augmented CIFAR-10, Number of runs=52020.02 | — | 10.85 | |
| BN+DOBackbone=WRN-16-8, Training Data=Augmented CIFAR-10, Dropout=true, Number of runs=52020.02 | — | 10.5 | |
| BN+DO+KFBackbone=WRN-16-8, Training Data=Augmented CIFAR-10, Dropout=true, Kernel Flow=true, Number of runs=52020.02 | — | 10.3 | |
| BN+KFBackbone=WRN-16-8, Training Data=Augmented CIFAR-10, Kernel Flow=true, Number of runs=52020.02 | — | 10.55 |