Out-of-Distribution Detection on MNIST (inlier) vs. FGSM (outlier) (test)
81.7ROC AUCMC-Dropout
Evaluation Results
| Method | Links | |
|---|---|---|
| MC-DropoutUncertainty Metric=Predictive Entropy2021.06 | 81.7 | |
| ReDecNNUncertainty Metric=Predictive Entropy2021.06 | 78.7 | |
| EnsembleUncertainty Metric=Predictive Entropy, Ensemble Size=D2021.06 | 54 |