Image Classification on CIFAR-10 (test) (Standard and Verified Error)
33.16Standard ErrorOurs
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OursWarmup=1+80, epsilon_target=2/255, Backbone=CNN-72021.03 | 33.16 | 47.15 | |
| Vanilla IBPWarmup=1+80, epsilon_target=2/255, Backbone=CNN-72021.03 | 33.65 | 48.75 | |
| CROWN-IBPWarmup=1+80, epsilon_target=2/255, Backbone=CNN-72021.03 | 34.09 | 48.28 | |
| OursWarmup=1+80, epsilon_target=16/255, Backbone=CNN-72021.03 | 63.35 | 75.52 | |
| Vanilla IBPWarmup=1+80, epsilon_target=16/255, Backbone=CNN-72021.03 | 64.52 | 76.36 | |
| CROWN-IBPWarmup=1+80, epsilon_target=16/255, Backbone=CNN-72021.03 | 71.75 | 79.43 |