Classification on Adult Income 2 classes
85.25AccuracyTabPFN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TabPFNCategory=Neural Tabular Model2026.05 | 85.25 | 81.8 | |
| XGBoost + MARICLRefit Model=XGBoost2026.05 | 83.24 | 80 | |
| XGBoostCategory=Traditional ML Baseline2026.05 | 81.3 | 69.2 | |
| Logistic + MARICLRefit Model=Logistic2026.05 | 81.3 | 74 | |
| EBMCategory=Interpretable ML Model2026.05 | 81.25 | 73.5 | |
| Symbolic RegressionCategory=Interpretable ML Model2026.05 | 75 | 65 | |
| Logistic RegressionCategory=Traditional ML Baseline2026.05 | 73.8 | 67.9 | |
| LLM-ICLCategory=LLM-Based Method2026.05 | 70 | 60 | |
| LLM-LExCategory=LLM-Based Method2026.05 | 60 | 51.28 |