ResearchBenchmarksOut-of-Distribution Detection on SVHN (Loss-Based AUROC)Out-of-Distribution Detection on SVHN (Loss-Based AUROC)Follow0.872AUROC (Log Loss)Ensemble0.833520.843510.85350.86349Dec 13, 2025Evaluation resultsMethodMethodLinksAUROC (Log Loss)AUROC (Brier Loss)AUROC (Zero-One Loss)EnsembleBackbone=ResNet18, In-...Backbone=ResNet18, In-Distribution=CIFAR-102025.120.8720.8680.776LaplaceBackbone=ResNet18, In-...Backbone=ResNet18, In-Distribution=CIFAR-102025.120.8650.8560.826DropoutBackbone=ResNet18, In-...Backbone=ResNet18, In-Distribution=CIFAR-102025.120.8350.830.701