ResearchBenchmarksTabular Classification on COFollow94.2Macro F1XGBoost45.73658.31870.983.482Dec 15, 2025Evaluation ResultsMethodMethodLinksMacro F1XGBoostInterpretability=BlackboxInterpretability=Blackbox2025.1294.2XNNTabInterpretability=Fully...Interpretability=Fully Interpretable2025.1287.8MLPInterpretability=BlackboxInterpretability=Blackbox2025.1287DTsInterpretability=Fully...Interpretability=Fully Interpretable2025.1284.4RFInterpretability=BlackboxInterpretability=Blackbox2025.1283.8LRInterpretability=Fully...Interpretability=Fully Interpretable2025.1247.6