ResearchBenchmarksBinary Classification on Pima Indian DiabetesBinary Classification on Pima Indian DiabetesFollow86.6AUROCXGBoost84.10484.75285.486.048May 29, 2026Evaluation resultsMethodMethodLinksAUROCXGBoostGroup=TreeGroup=Tree2026.0586.6FlagGAM + RF HeadGroup=OursGroup=Ours2026.0586.2RFGroup=TreeGroup=Tree2026.0585.8EBMGroup=AdditiveGroup=Additive2026.0585.5FlagGAMGroup=OursGroup=Ours2026.0584.8TabNetGroup=DeepGroup=Deep2026.0584.2