Out-of-distribution Detection on CIFAR-100 (ID) vs TinyImageNet resize (OOD) (Dense-BC Test)
57FPR (95% TPR)ODIN
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ODINArchitecture=Dense-BC, Temperature (T)=1000, Noise magnitude (epsilon)=0.0022017.06 | 57 | 22.7 | 85.5 | 86 | 84.8 | |
| Baseline (Hendrycks & Gimpel, 2017)Architecture=Dense-BC, Temperature (T)=1, Noise magnitude (epsilon)=02017.06 | 82.2 | 43.6 | 70.4 | 71.4 | 68.6 |