Out-of-distribution Detection on CIFAR-10 (ID) vs TinyImageNet (OOD) (test) (Dense-BC Config)
7.5FPR @ 95% TPRODIN
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ODINArchitecture=Dense-BC, Temperature (T)=1000, Noise magnitude (epsilon)=0.00142017.06 | 7.5 | 6.1 | 98.5 | 98.6 | 98.5 | |
| Baseline (Hendrycks & Gimpel, 2017)Architecture=Dense-BC, Temperature (T)=1, Noise magnitude (epsilon)=02017.06 | 40.8 | 11.5 | 94.1 | 95.1 | 92.4 |