ResearchBenchmarksOut-of-Distribution Detection on ImageNet vs NearOODFor AI assistantsMarkdownContent indexOut-of-Distribution Detection on ImageNet vs NearOODFollow81.38AUROCCOMBOOD62.025667.050372.07577.0997Feb 4, 2026Evaluation resultsMethodMethodLinksAUROCAUPRCOMBOODBackbone=ResNet-50Backbone=ResNet-502026.0281.3895.74KNNBackbone=ResNet-50Backbone=ResNet-502026.0280.8195.7ODINBackbone=ResNet-50Backbone=ResNet-502026.0273.1594.95MDSBackbone=ResNet-50Backbone=ResNet-502026.0268.3491.79GramBackbone=ResNet-50Backbone=ResNet-502026.0268.2790.77Reg. MahalanobisBackbone=ResNet-50Backbone=ResNet-502026.0262.7789.72