Out-of-Distribution Detection on R.ImgNet (In-distribution) vs FGVC (OOD)
99.8AUCProoD
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ProoDAdversarial radius (epsilon)=0.01, Delta (bias shift)=42021.06 | 99.8 | 97.25 | 67.4 | 67.9 | |
| OEAdversarial radius (epsilon)=0.012021.06 | 99.7 | 97.1 | 0 | 0.4 | |
| ProoD-DiscAdversarial radius (epsilon)=0.012021.06 | 92.8 | — | 89.3 | 89.6 | |
| PlainAdversarial radius (epsilon)=0.012021.06 | 92.6 | 96.34 | 0 | 0 |