ResearchBenchmarksHepatic steatosis stage classification on SMC Normal vs SevereHepatic steatosis stage classification on SMC Normal vs SevereFollow99AUCUNICORN89.6492.0794.596.93Mar 16, 2026Evaluation resultsMethodMethodLinksAUCSensitivitySpecificityPPVNPVF1 ScoreUNICORNThreshold Selection=Hi...Threshold Selection=Highest F1 score2026.03999893799988MLEThreshold Selection=Hi...Threshold Selection=Highest F1 score2026.03969290719880MomentumThreshold Selection=Hi...Threshold Selection=Highest F1 score2026.03907689649369WMCThreshold Selection=Hi...Threshold Selection=Highest F1 score2026.03907788629469