ResearchBenchmarksOut-of-Distribution Detection on CIFAR-100 (ID) vs MNIST (OOD)Out-of-Distribution Detection on CIFAR-100 (ID) vs MNIST (OOD)Follow0.9717AUROCGram0.5888760.6882630.787650.887037Feb 4, 2026Evaluation resultsMethodMethodLinksAUROCAUPRGramBackbone=ResNet18Backbone=ResNet182026.020.97170.9412ODINBackbone=ResNet18Backbone=ResNet182026.020.83710.6202KNNBackbone=ResNet18Backbone=ResNet182026.020.82360.9619COMBOODBackbone=ResNet18Backbone=ResNet182026.020.77740.5564MDSBackbone=ResNet18Backbone=ResNet182026.020.71860.4007Reg. MahalanobisBackbone=ResNet18Backbone=ResNet182026.020.60360.1707