Out-of-Distribution Detection on CIFAR-100 (ID) vs LSUN_CR (OOD)
100AUCOE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| OEAdversarial radius (epsilon)=0.012021.06 | 100 | 77.25 | 0 | 0.007 | |
| ProoDAdversarial radius (epsilon)=0.01, Delta (bias shift)=52021.06 | 100 | 77.16 | 22.5 | 0.231 | |
| ATOMAdversarial radius (epsilon)=0.012021.06 | 95.9 | 68.32 | 0 | 0.756 | |
| PlainAdversarial radius (epsilon)=0.012021.06 | 76.4 | 77.38 | 0 | 0.003 | |
| ACETAdversarial radius (epsilon)=0.012021.06 | 75.8 | 73.02 | 0 | 0.026 | |
| ProoD-DiscAdversarial radius (epsilon)=0.012021.06 | 70.4 | — | 66.9 | 0.671 |