ResearchBenchmarksOut-of-Distribution Detection on ImageNet vs FarOODFor AI assistantsMarkdownContent indexOut-of-Distribution Detection on ImageNet vs FarOODFollow98.44AUROCCOMBOOD87.769690.539893.3196.0802Feb 4, 2026Evaluation resultsMethodMethodLinksAUROCAUPRCOMBOODBackbone=ResNet-50Backbone=ResNet-502026.0298.4499.78KNNBackbone=ResNet-50Backbone=ResNet-502026.0298.0199.73ODINBackbone=ResNet-50Backbone=ResNet-502026.0294.4299.09GramBackbone=ResNet-50Backbone=ResNet-502026.0293.9698.47MDSBackbone=ResNet-50Backbone=ResNet-502026.0289.1997.92Reg. MahalanobisBackbone=ResNet-50Backbone=ResNet-502026.0288.1897.98