Image Classification on MNIST (test) (Clean Error)
0.9Clean Error RateResNet18
Evaluation results
| Method | Links | |
|---|---|---|
| ResNet18Network=ResNet182026.02 | 0.9 | |
| MLPNetwork=MLP2026.02 | 1.9 | |
| AlexNetNetwork=AlexNet2026.02 | 2.1 | |
| ESN-RidgeNetwork=ESN-Ridge2026.02 | 6.3 | |
| RC-HeCaPNetwork=RC-HeCaP2026.02 | 11.7 | |
| VIBAugmentation=random translation2023.03 | 44 | |
| Cross-entropyAugmentation=random translation2023.03 | 45 | |
| sq-VIBAugmentation=random translation2023.03 | 48 | |
| DisenIBAugmentation=random translation2023.03 | 54 | |
| AENIBAugmentation=random translation2023.03 | 72 | |
| NLIBAugmentation=random translation2023.03 | 115 | |
| sq-NLIBAugmentation=random translation2023.03 | 319 |