ResearchBenchmarksClassification on credit (UCI)Classification on credit (UCI)Follow83.1AccuracyRIPPER54.39661.84869.376.752May 6, 2026Evaluation resultsMethodMethodLinksAccuracyGapRIPPERN=46N=462026.0583.1—EBMN=46N=462026.0582.2—XGBN=46N=462026.0582.1—RuleFitN=46N=462026.0581.7—N-DNFN=46N=462026.0581.4—DTN=46N=462026.0581.3—FIGSN=46N=462026.0581.2—NRI†N=46, Zero-shot=true,...N=46, Zero-shot=true, OOD=true2026.0571.5-11.6LGBMN=46N=462026.0555.5—