ResearchBenchmarksTabular data classification on 48 OpenML tabular datasetsTabular data classification on 48 OpenML tabular datasetsFollow96.9Median AUCXGBoost93.7894.5995.496.21Jan 29, 2026Evaluation resultsMethodMethodLinksMedian AUCMedian F1 ScoreMedian AccuracyXGBoostTuned=trueTuned=true2026.0196.992.192.3TabPFNIn-Context Distillatio...In-Context Distillation (ICD)=true2026.0196.789.990.2XGBoostTuned=falseTuned=false2026.0195.389.389.4TabPFNIn-Context Distillatio...In-Context Distillation (ICD)=false2026.0195.184.784.4TabNet2026.0193.988.788.7