Out-of-Distribution Detection on R.ImgNet (In-distribution) vs Flowers (OOD)
96.9AUCOE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| OEAdversarial radius (epsilon)=0.012021.06 | 96.9 | 97.1 | 0 | 0.002 | |
| ProoDAdversarial radius (epsilon)=0.01, Delta (bias shift)=42021.06 | 96.9 | 97.25 | 57.5 | 0.58 | |
| PlainAdversarial radius (epsilon)=0.012021.06 | 92.3 | 96.34 | 0 | 0.005 | |
| ProoD-DiscAdversarial radius (epsilon)=0.012021.06 | 81.5 | — | 76.8 | 0.773 |