Out-of-distribution detection on CIFAR-10 (ID) vs Gaussian Noise (OOD) (Dense-BC test)
0FPR (95% TPR)ODIN
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ODINArchitecture=Dense-BC, Temperature (T)=1000, Noise magnitude (epsilon)=0.00142017.06 | 0 | 0.2 | 100 | 100 | 100 | |
| Baseline (Hendrycks & Gimpel, 2017)Architecture=Dense-BC, Temperature (T)=1, Noise magnitude (epsilon)=02017.06 | 12.3 | 4.7 | 97.5 | 98.3 | 95.9 |