Out-of-Distribution Detection on CelebA Wearing a Hat (held-out)
0.604ROC AUCReDecNN
Evaluation results
| Method | Links | |
|---|---|---|
| ReDecNNdepth (D)=8, number of layers (L)=8, evaluation runs=32021.06 | 0.604 | |
| Ensembleevaluation runs=32021.06 | 0.526 | |
| MC-Dropoutevaluation runs=32021.06 | 0.519 | |
| BayesNNevaluation runs=32021.06 | 0.51 |