ResearchBenchmarksTabular Classification on AD (Macro F1)Tabular Classification on AD (Macro F1)Follow81.5Macro F1XGBoost78.06878.95979.8580.741Dec 15, 2025Evaluation resultsMethodMethodLinksMacro F1XGBoostInterpretability=BlackboxInterpretability=Blackbox2025.1281.5RFInterpretability=BlackboxInterpretability=Blackbox2025.1279.9MLPInterpretability=BlackboxInterpretability=Blackbox2025.1279.6XNNTabInterpretability=Fully...Interpretability=Fully Interpretable2025.1279.5DTsInterpretability=Fully...Interpretability=Fully Interpretable2025.1278.7LRInterpretability=Fully...Interpretability=Fully Interpretable2025.1278.2