Out-of-Distribution Detection on FashionMNIST (inlier) vs FGSM (outlier) (test)
0.76ROC AUCMC-Dropout
Evaluation results
| Method | Links | |
|---|---|---|
| MC-DropoutUncertainty Metric=Predictive Entropy2021.06 | 0.76 | |
| ReDecNNUncertainty Metric=Predictive Entropy2021.06 | 0.711 | |
| EnsembleUncertainty Metric=Predictive Entropy, Ensemble Size=D2021.06 | 0.589 |