Image Classification on CIFAR10 (test) (Clean, AutoAttack, Certified Error)
50.91Clean Error RateA5/R
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| A5/Repsilon_lambda^C=8/255, epsilon_D=32/255, epsilon_lambda^R=4/255, epsilon_A=8/2552023.05 | 50.91 | 57.26 | 57.75 | |
| A5/Repsilon_lambda^C=8/255, epsilon_D=16/255, epsilon_lambda^R=4/255, epsilon_A=8/2552023.05 | 51.58 | 60.4 | 61.02 | |
| A5/Repsilon_lambda^C=8/255, epsilon_D=32/255, epsilon_lambda^R=8/255, epsilon_A=8/2552023.05 | 51.7 | 56.91 | 57.43 | |
| A5/Repsilon_lambda^C=8/255, epsilon_D=16/255, epsilon_lambda^R=8/255, epsilon_A=8/2552023.05 | 51.95 | 59.21 | 59.67 | |
| A5/Repsilon_lambda^C=8/255, epsilon_D=8/255, epsilon_lambda^R=4/255, epsilon_A=8/2552023.05 | 52.91 | 62.59 | 63.12 | |
| A5/Repsilon_lambda^C=8/255, epsilon_D=8/255, epsilon_lambda^R=8/255, epsilon_A=8/2552023.05 | 53.24 | 61.38 | 61.93 | |
| A5/Repsilon_lambda^C=8/255, epsilon_D=4/255, epsilon_lambda^R=4/255, epsilon_A=8/2552023.05 | 53.73 | 64.07 | 64.57 | |
| A5/Repsilon_lambda^C=8/255, epsilon_D=32/255, epsilon_lambda^R=16/255, epsilon_A=8/2552023.05 | 54.05 | 58.39 | 58.73 | |
| A5/Repsilon_lambda^C=8/255, epsilon_D=4/255, epsilon_lambda^R=8/255, epsilon_A=8/2552023.05 | 54.12 | 63.32 | 63.74 | |
| A5/Repsilon_lambda^C=8/255, epsilon_D=4/255, epsilon_lambda^R=16/255, epsilon_A=8/2552023.05 | 54.37 | 63.58 | 64.03 | |
| A5/Repsilon_lambda^C=8/255, epsilon_D=16/255, epsilon_lambda^R=16/255, epsilon_A=8/2552023.05 | 54.44 | 59.87 | 60.11 | |
| A5/Repsilon_lambda^C=8/255, epsilon_D=8/255, epsilon_lambda^R=16/255, epsilon_A=8/2552023.05 | 54.54 | 60.85 | 61.16 | |
| CROWN-IBPepsilon_lambda^C=8/255, epsilon_D=0/255, epsilon_lambda^R=4/255, epsilon_A=8/2552023.05 | 54.6 | 66.34 | 67.11 | |
| CROWN-IBPepsilon_lambda^C=8/255, epsilon_D=0/255, epsilon_lambda^R=8/255, epsilon_A=8/2552023.05 | 54.6 | 66.34 | 67.11 | |
| CROWN-IBPepsilon_lambda^C=8/255, epsilon_D=0/255, epsilon_lambda^R=16/255, epsilon_A=8/2552023.05 | 54.6 | 66.31 | 67.11 |