Out-of-Distribution Detection on CelebA inlier vs. Image Corruptions outlier (test)
0.686ROC-AUC (Mean)ReDecNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ReDecNNUncertainty Metric=Predictive Entropy2021.06 | 0.686 | 0.038 | |
| EnsembleUncertainty Metric=Predictive Entropy, Ensemble Size=D2021.06 | 0.632 | 0.016 | |
| MC-DropoutUncertainty Metric=Predictive Entropy2021.06 | 0.569 | 0.017 |