ResearchBenchmarksClassification on Adult (UCI) (Accuracy, Gap)Follow83.8AccuracyEBM69.03272.86676.780.534May 6, 2026Evaluation ResultsMethodMethodLinksAccuracyGapEBMN=105N=1052026.0583.8—N-DNFN=105N=1052026.0583—FIGSN=105N=1052026.0582.8—LGBMN=105N=1052026.0582.7—RuleFitN=105N=1052026.0582.6—XGBN=105N=1052026.0582.2—DTN=105N=1052026.0582.1—RIPPERN=105N=1052026.0581.9—NRI†N=105, Zero-shot=true,...N=105, Zero-shot=true, OOD=true2026.0569.6-14.2