Indiscriminate Attack on CIFAR10-C (test)
16.49Error RateSOTTA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SOTTAB/m=200/40, Normalization=MedBN2024.03 | 16.49 | — | |
| SEMAB/m=200/40, Normalization=MedBN2024.03 | 17.77 | — | |
| mDIAB/m=200/40, Normalization=MedBN2024.03 | 19.06 | — | |
| SARB/m=200/40, Normalization=MedBN2024.03 | 19.6 | — | |
| ETAB/m=200/40, Normalization=MedBN2024.03 | 19.81 | — | |
| TENTB/m=200/40, Normalization=MedBN2024.03 | 20.3 | — | |
| SOTTAB/m=200/40, Normalization=BatchNorm2024.03 | 20.4 | — | |
| SEMAB/m=200/40, Normalization=BatchNorm2024.03 | 21.65 | — | |
| TeBNB/m=200/40, Normalization=MedBN2024.03 | 22.34 | — | |
| SOTTA + MedBNAttack Scenario=Cumulative, B/m=200/40 (20%), Normalization=MedBN2024.03 | 22.52 | 15.19 | |
| mDIA + MedBNAttack Scenario=Cumulative, B/m=200/40 (20%), Normalization=MedBN2024.03 | 23.96 | 15.19 | |
| SAR + MedBNAttack Scenario=Cumulative, B/m=200/40 (20%), Normalization=MedBN2024.03 | 24.29 | 15.19 | |
| SEMA + MedBNAttack Scenario=Cumulative, B/m=200/40 (20%), Normalization=MedBN2024.03 | 25.62 | 15.19 | |
| TENT + MedBNAttack Scenario=Cumulative, B/m=200/40 (20%), Normalization=MedBN2024.03 | 25.84 | 15.19 | |
| SOTTAAttack Scenario=Cumulative, B/m=200/40 (20%), Normalization=BatchNorm2024.03 | 26.1 | 14.92 | |
| EATA + MedBNAttack Scenario=Cumulative, B/m=200/40 (20%), Normalization=MedBN2024.03 | 26.84 | 15.19 | |
| TeBN + MedBNAttack Scenario=Cumulative, B/m=200/40 (20%), Normalization=MedBN2024.03 | 27.22 | 15.19 | |
| ETAB/m=200/40, Normalization=BatchNorm2024.03 | 27.42 | — | |
| SARB/m=200/40, Normalization=BatchNorm2024.03 | 27.56 | — | |
| mDIAB/m=200/40, Normalization=BatchNorm2024.03 | 27.96 | — | |
| TENTB/m=200/40, Normalization=BatchNorm2024.03 | 28.13 | — | |
| SEMAAttack Scenario=Cumulative, B/m=200/40 (20%), Normalization=BatchNorm2024.03 | 28.79 | 14.92 | |
| TeBNB/m=200/40, Normalization=BatchNorm2024.03 | 31.02 | — | |
| SARAttack Scenario=Cumulative, B/m=200/40 (20%), Normalization=BatchNorm2024.03 | 31.25 | 14.92 | |
| mDIAAttack Scenario=Cumulative, B/m=200/40 (20%), Normalization=BatchNorm2024.03 | 32.05 | 14.92 | |
| TeBNAttack Scenario=Cumulative, B/m=200/40 (20%), Normalization=BatchNorm2024.03 | 35.3 | 14.92 | |
| EATAAttack Scenario=Cumulative, B/m=200/40 (20%), Normalization=BatchNorm2024.03 | 35.3 | 14.92 | |
| TENTAttack Scenario=Cumulative, B/m=200/40 (20%), Normalization=BatchNorm2024.03 | 35.7 | 14.92 |