ResearchBenchmarksOut-of-Distribution Detection on MNIST (In-Dist) vs FarOOD (test)Follow99.99AUROCReg. Mahalanobis96.526897.425998.32599.2241Feb 4, 2026Evaluation ResultsMethodMethodLinksAUROCAUPRReg. MahalanobisBackbone=LeNetBackbone=LeNet2026.0299.9999.99COMBOODBackbone=LeNetBackbone=LeNet2026.0299.9999.99MDSBackbone=LeNetBackbone=LeNet2026.0299.7599.64ODINBackbone=LeNetBackbone=LeNet2026.0299.0298.46GramBackbone=LeNetBackbone=LeNet2026.0298.1297.6KNNBackbone=LeNetBackbone=LeNet2026.0296.6695.72