ResearchBenchmarksOut-of-Distribution Detection on ImageNet vs TextureOut-of-Distribution Detection on ImageNet vs TextureFollow0.97AUROCCOMBOOD0.8214880.8600440.89860.937156Feb 4, 2026Evaluation resultsMethodMethodLinksAUROCAUPRCOMBOODBackbone=ResNet-50Backbone=ResNet-502026.020.970.9959KNNBackbone=ResNet-50Backbone=ResNet-502026.020.96180.9948GramBackbone=ResNet-50Backbone=ResNet-502026.020.90230.9735ODINBackbone=ResNet-50Backbone=ResNet-502026.020.89170.9825Reg. MahalanobisBackbone=ResNet-50Backbone=ResNet-502026.020.8280.9713MDSBackbone=ResNet-50Backbone=ResNet-502026.020.82720.9668