ResearchBenchmarksOut-of-Distribution Detection on MNIST (In-Dist) vs Places365 (Out-Dist) (test)Follow100AUROCCOMBOOD97.420898.090498.7699.4296Feb 4, 2026Evaluation ResultsMethodMethodLinksAUROCAUPRCOMBOODBackbone=LeNetBackbone=LeNet2026.0210099.99Reg. MahalanobisBackbone=LeNetBackbone=LeNet2026.0299.9999.97MDSBackbone=LeNetBackbone=LeNet2026.0299.7899.32ODINBackbone=LeNetBackbone=LeNet2026.0298.7696.29GramBackbone=LeNetBackbone=LeNet2026.0297.7894.8KNNBackbone=LeNetBackbone=LeNet2026.0297.5292.47