Out-of-Distribution Detection on CIFAR-100 (ID) vs SVHN (OOD)
0.978AUCACET
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ACETAdversarial radius (epsilon)=0.012021.06 | 0.978 | 0.7302 | 0 | 0.007 | |
| OEAdversarial radius (epsilon)=0.012021.06 | 0.923 | 0.7725 | 0 | 0 | |
| ProoDAdversarial radius (epsilon)=0.01, Delta (bias shift)=52021.06 | 0.915 | 0.7716 | 0.197 | 0.198 | |
| ATOMAdversarial radius (epsilon)=0.012021.06 | 0.911 | 0.6832 | 0 | 0.67 | |
| PlainAdversarial radius (epsilon)=0.012021.06 | 0.819 | 0.7738 | 0 | 0.002 | |
| ProoD-DiscAdversarial radius (epsilon)=0.012021.06 | 0.61 | — | 0.582 | 0.584 |