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Tabular Imputation on Miss-Bench 42 OpenML datasets small tables v1

0.904MCAR Score

TabImpute

Updated 4d ago

Evaluation Results

Method	Links
TabImpute 2025.10		0.904	0.943	0.775	0.921	0.937	0.93	0.955	0.825	0.805	0.923	0.933	0.914	0.766	0.887
OT 2025.10		0.866	0.873	0.693	0.788	0.857	0.853	0.918	0.787	0.773	0.87	0.868	0.822	0.739	0.824
MissForest 2025.10		0.854	0.838	0.7	0.83	0.85	0.802	0.897	0.58	0.625	0.835	0.848	0.881	0.749	0.791
HyperImpute 2025.10		0.814	0.785	0.751	0.868	0.854	0.837	0.883	0.631	0.669	0.783	0.844	0.88	0.81	0.801
K-Nearest Neighbors 2025.10		0.772	0.8	0.68	0.872	0.893	0.851	0.94	0.658	0.635	0.81	0.807	0.905	0.561	0.783