ResearchBenchmarksHepatic Steatosis Stage Classification on SMC Mild vs SevereHepatic Steatosis Stage Classification on SMC Mild vs SevereFollow0.8AUCUNICORN0.67520.70760.740.7724Mar 16, 2026Evaluation resultsMethodMethodLinksAUCSensitivitySpecificityPPVNPVF1 ScoreUNICORNThreshold Selection=Hi...Threshold Selection=Highest F1 score2026.030.88362429255MLEThreshold Selection=Hi...Threshold Selection=Highest F1 score2026.030.746867418751WMCThreshold Selection=Hi...Threshold Selection=Highest F1 score2026.030.76271418550MomentumThreshold Selection=Hi...Threshold Selection=Highest F1 score2026.030.687060368647