ResearchBenchmarksOut-of-Distribution Detection on ImageNet vs iNaturalistOut-of-Distribution Detection on ImageNet vs iNaturalistFollow91.19AUROCODIN66.90673.210579.51585.8195Feb 4, 2026Evaluation resultsMethodMethodLinksAUROCAUPRODINBackbone=ResNet-50Backbone=ResNet-502026.0291.1997.72COMBOODBackbone=ResNet-50Backbone=ResNet-502026.0287.1396.3KNNBackbone=ResNet-50Backbone=ResNet-502026.0285.0496.35MDSBackbone=ResNet-50Backbone=ResNet-502026.0278.394.07Reg. MahalanobisBackbone=ResNet-50Backbone=ResNet-502026.0271.6391.58GramBackbone=ResNet-50Backbone=ResNet-502026.0267.8490.94