ResearchBenchmarksTabular Classification on TALENT large-N subset (>20,000 samples)Tabular Classification on TALENT large-N subset (>20,000 samples)Follow9.31Average RankRealMLP9.01810.98912.9614.931Jun 5, 2026Evaluation resultsMethodMethodLinksAverage RankRealMLP2026.069.31ModernNCA2026.069.69TabM2026.0611.65TABSWIFTEnsemble size=16-modelEnsemble size=16-model2026.0612.32TabICLEnsemble size=16-modelEnsemble size=16-model2026.0612.56CatBoost2026.0616.04LightGBM2026.0616.1TabPFN v2Ensemble size=4-modelEnsemble size=4-model2026.0616.61