Out-of-distribution detection on CIFAR-100 (ID) vs TinyImageNet crop (OOD) (Dense-BC test)
26.9FPR @ 95% TPRODIN
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ODINArchitecture=Dense-BC, Temperature (T)=1000, Noise magnitude (epsilon)=0.0022017.06 | 26.9 | 12.9 | 94.5 | 94.7 | 94.5 | |
| Baseline (Hendrycks & Gimpel, 2017)Architecture=Dense-BC, Temperature (T)=1, Noise magnitude (epsilon)=02017.06 | 67.8 | 36.4 | 83 | 85.3 | 80.8 |