Out-of-distribution detection on CIFAR-100 (ID) vs LSUN crop (OOD) (test) [Dense-BC]
18.6FPR (95% TPR)ODIN
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ODINArchitecture=Dense-BC, Temperature (T)=1000, Noise magnitude (epsilon)=0.0022017.06 | 18.6 | 9.7 | 96.6 | 96.8 | 96.5 | |
| Baseline (Hendrycks & Gimpel, 2017)Architecture=Dense-BC, Temperature (T)=1, Noise magnitude (epsilon)=02017.06 | 69.4 | 37.2 | 83.7 | 86.2 | 80.9 |