ResearchBenchmarksOOD detection on CIFAR10 (ID) vs CIFAR10v2 (OOD) (test)Follow0.91AUROCERD++0.53560.63280.730.8272Dec 10, 2020Evaluation ResultsMethodMethodLinksAUROCTNR@95ERD++2020.120.910.8ERDbackbone=ResNet-20backbone=ResNet-202020.120.760.26Vanilla Ensemblesbackbone=ResNet-20backbone=ResNet-202020.120.640.13OEtuning_data=CIFAR100tuning_data=CIFAR1002020.120.640.12DPNtuning_data=CIFAR100tuning_data=CIFAR1002020.120.630.09MCD2020.120.580.1Mahal-U2020.120.560.07Mahal.2020.120.550.08