ResearchBenchmarksOut-of-Distribution Detection on CIFAR-10 In-Dist Tiny Out-DistFollow92.18AUROCCOMBOOD56.747265.946175.14584.3439Feb 4, 2026Evaluation ResultsMethodMethodLinksAUROCAUPRCOMBOODBackbone=ResNet18Backbone=ResNet182026.0292.1892.97KNNBackbone=ResNet18Backbone=ResNet182026.0291.5688.77Reg. MahalanobisBackbone=ResNet18Backbone=ResNet182026.0286.7785.6ODINBackbone=ResNet18Backbone=ResNet182026.0277.3370.07GramBackbone=ResNet18Backbone=ResNet182026.0266.7963.28MDSBackbone=ResNet18Backbone=ResNet182026.0258.1154.72