Out-of-Distribution Detection on FashionMNIST (inlier) vs Image Corruptions (outlier) (test)
69.1ROC-AUC (Mean)MC-Dropout
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MC-DropoutUncertainty Metric=Predictive Entropy2021.06 | 69.1 | 0.108 | |
| ReDecNNUncertainty Metric=Predictive Entropy2021.06 | 67.6 | 0.072 | |
| EnsembleUncertainty Metric=Predictive Entropy, Ensemble Size=D2021.06 | 60.6 | 0.106 |