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Out-of-Distribution Detection on CelebA Blond Hair (held-out)

0.593ROC-AUCReDecNN
0.498360.522930.54750.57207Jun 1, 2021

Evaluation results

MethodLinks
ReDecNNdepth (D)=8, number of layers (L)=8, evaluation runs=32021.060.593
Ensembleevaluation runs=32021.060.509
BayesNNevaluation runs=32021.060.508
MC-Dropoutevaluation runs=32021.060.502