Tabular Imputation on Miss-Bench 42 OpenML datasets small tables v1 benchmark leaderboard · SOTA2 Research

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

0.904MCAR ScoreTabImpute

Evaluation Results

Method	Links
TabImpute2025.10		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
OT2025.10		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
MissForest2025.10		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
HyperImpute2025.10		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 Neighbors2025.10		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