ResearchBenchmarksOOD Detection and In-Distribution Classification on CIFAR10-LT vs CIFAR100OOD Detection and In-Distribution Classification on CIFAR10-LT vs CIFAR100Follow85.93AUROCEAT83.298883.981984.66585.3481Feb 5, 2026Evaluation resultsMethodMethodLinksAUROCAUPRFPR@95Acc@95EATBackbone=ResNet-18Backbone=ResNet-182026.0285.9386.154.1395.81VMF-GOSBackbone=ResNet-18Backbone=ResNet-182026.0284.9982.9151.1896.95PASCLBackbone=ResNet-18Backbone=ResNet-182026.0284.4382.9957.2794.48OEBackbone=ResNet-18Backbone=ResNet-182026.0283.480.9356.9694.56