Out-of-Distribution Detection on R.ImgNet In-distribution vs Cars (OOD)
99.9AUCOE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| OEAdversarial radius (epsilon)=0.012021.06 | 99.9 | 97.1 | 0 | 0.018 | |
| ProoDAdversarial radius (epsilon)=0.01, Delta (bias shift)=42021.06 | 99.9 | 97.25 | 65.7 | 0.662 | |
| PlainAdversarial radius (epsilon)=0.012021.06 | 92.7 | 96.34 | 0 | 0.001 | |
| ProoD-DiscAdversarial radius (epsilon)=0.012021.06 | 90.7 | — | 86.9 | 0.873 |