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Regression on PMLB regression
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1.63
MAE
TabPFN
1.504
2.3545
3.205
4.0555
Apr 14, 2026
MAE
MSE
R^2
Updated 1mo ago
Evaluation Results
Method
Method
Links
MAE
MSE
R^2
TabPFN
Model Category=Black-box
2026.04
1.63
1.63
1.63
EBM (with TabDistill)
Interactions=4, Intera...
2026.04
2.26
2.37
2.37
XGBoost
Model Category=Black-box
2026.04
3.3
3.3
3.3
Linear Regression
Model Category=Interpr...
2026.04
4.33
4.19
4.19
PyGAM (with TabDistill)
Interactions=4, Intera...
2026.04
4.65
4.69
4.69
Decision Tree
Model Category=Interpr...
2026.04
4.78
4.78
4.78
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