Adversarial Detection on ImageNet (L-inf Epsilon 4/255, Test)
0.78Kendall Tau CorrelationWOI0
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| WOI0Architecture=ResNet-502024.06 | 0.78 | 96.28 | 98.34 | 25.65 | 55.62 | 26.24 | |
| SAI0Architecture=ResNet-182024.06 | 0.77 | 95.16 | 97.99 | 29.31 | 52.92 | 25.32 | |
| SAI1Architecture=ResNet-502024.06 | 0.74 | 95 | 96.5 | 24.88 | 64.02 | 34.96 | |
| ENI0Architecture=ResNet-502024.06 | 0.73 | 94.95 | 97.34 | 25.07 | 62.56 | 29.22 | |
| SSI0Architecture=ViT-S + ConvStem2024.06 | 0.63 | 90.95 | 90.06 | 36.47 | 72.56 | 48.08 |