ResearchBenchmarksOOD Detection and In-Distribution Classification on CIFAR10-LT vs SVHNOOD Detection and In-Distribution Classification on CIFAR10-LT vs SVHNFollow98.98AUROCVMF-GOS94.944895.992497.0498.0876Feb 5, 2026Evaluation resultsMethodMethodLinksAUROCAUPRFPR@95ACC@95VMF-GOSBackbone=ResNet-18Backbone=ResNet-182026.0298.9899.65.4286.92EATBackbone=ResNet-18Backbone=ResNet-182026.0297.9299.069.8784.39PASCLBackbone=ResNet-18Backbone=ResNet-182026.0296.6398.0612.1882.72OEBackbone=ResNet-18Backbone=ResNet-182026.0295.197.1416.1581.33