Out-of-distribution Detection on CIFAR-10 (ID) vs Uniform Noise (OOD) (Dense-BC Test)
0FPR @ 95% TPRODIN
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ODINArchitecture=Dense-BC, Temperature (T)=1000, Noise magnitude (epsilon)=0.00142017.06 | 0 | 0.5 | 99 | 100 | 99 | |
| Baseline (Hendrycks & Gimpel, 2017)Architecture=Dense-BC, Temperature (T)=1, Noise magnitude (epsilon)=02017.06 | 23.5 | 5.3 | 96.5 | 97.8 | 93 |