ResearchBenchmarksOut-of-Distribution Detection on CIFAR-100 (ID) vs Texture (OOD)Follow90.19AUROCCOMBOOD67.112473.103779.09585.0863Feb 4, 2026Evaluation ResultsMethodMethodLinksAUROCAUPRCOMBOODBackbone=ResNet18Backbone=ResNet182026.0290.1993.75Reg. MahalanobisBackbone=ResNet18Backbone=ResNet182026.0289.5993.09KNNBackbone=ResNet18Backbone=ResNet182026.0283.6674.81ODINBackbone=ResNet18Backbone=ResNet182026.0279.3986.67MDSBackbone=ResNet18Backbone=ResNet182026.0274.878.41GramBackbone=ResNet18Backbone=ResNet182026.026867.66