Regression on PMLB regression
1.63MAETabPFN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TabPFNModel Category=Black-box2026.04 | 1.63 | 1.63 | 1.63 | |
| EBM (with TabDistill)Interactions=4, Interaction Selection Method=TabDistill, Model Category=Interpretable2026.04 | 2.26 | 2.37 | 2.37 | |
| XGBoostModel Category=Black-box2026.04 | 3.3 | 3.3 | 3.3 | |
| Linear RegressionModel Category=Interpretable2026.04 | 4.33 | 4.19 | 4.19 | |
| PyGAM (with TabDistill)Interactions=4, Interaction Selection Method=TabDistill, Model Category=Interpretable2026.04 | 4.65 | 4.69 | 4.69 | |
| Decision TreeModel Category=Interpretable2026.04 | 4.78 | 4.78 | 4.78 |