ResearchBenchmarksTabular Classification on CAFollow97.4Macro F1XGBoost33.33649.96866.683.232Dec 15, 2025Evaluation ResultsMethodMethodLinksMacro F1XGBoostInterpretability=BlackboxInterpretability=Blackbox2025.1297.4MLPInterpretability=BlackboxInterpretability=Blackbox2025.1295.5XNNTabInterpretability=Fully...Interpretability=Fully Interpretable2025.1295.5DTsInterpretability=Fully...Interpretability=Fully Interpretable2025.1293.2RFInterpretability=BlackboxInterpretability=Blackbox2025.1290.8LRInterpretability=Fully...Interpretability=Fully Interpretable2025.1235.8