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Out-of-Distribution Detection on CelebA (inlier) vs. FashionMNIST (outlier) (test)

0.641ROC AUCReDecNN
0.569240.587870.60650.62513Jun 1, 2021

Evaluation results

MethodLinks
ReDecNNUncertainty Metric=Predictive Entropy2021.060.641
EnsembleUncertainty Metric=Predictive Entropy, Ensemble Size=D2021.060.599
MC-DropoutUncertainty Metric=Predictive Entropy2021.060.572