ResearchBenchmarksOoD Detection on MIMIC-III ICU → Newborn (test)OoD Detection on MIMIC-III ICU → Newborn (test)Follow1.71OOD RatioEUvar1.22121.34811.4751.6019Feb 24, 2026Evaluation resultsMethodMethodLinksOOD RatioAUROCEUvarFamily=BaselinesFamily=Baselines2026.021.71—Σ_k CkFamily=ProposedFamily=Proposed2026.021.62—MIFamily=BaselinesFamily=Baselines2026.021.61—Neg. MSPFamily=BaselinesFamily=Baselines2026.021.24—