Out-of-distribution detection on CIFAR-10 (ID) vs LSUN crop (OOD) (test)
11.4FPR @ 95% TPRODIN
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ODINArchitecture=Dense-BC, Temperature (T)=1000, Noise magnitude (epsilon)=0.00142017.06 | 11.4 | 7.2 | 97.9 | 98 | 97.9 | |
| Baseline (Hendrycks & Gimpel, 2017)Architecture=Dense-BC, Temperature (T)=1, Noise magnitude (epsilon)=02017.06 | 39.3 | 10.2 | 94.8 | 96 | 93.1 |