Out-of-distribution detection on CIFAR-100 (ID) vs LSUN resize (OOD) (Dense-BC Test)
58FPR (95% TPR)ODIN
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ODINArchitecture=Dense-BC, Temperature (T)=1000, Noise magnitude (epsilon)=0.0022017.06 | 58 | 22.3 | 86 | 87.1 | 84.8 | |
| Baseline (Hendrycks & Gimpel, 2017)Architecture=Dense-BC, Temperature (T)=1, Noise magnitude (epsilon)=02017.06 | 83.3 | 44.1 | 70.6 | 72.5 | 68 |