Imputation on OpenML MCAR, Missing Probability 0.4 (test) benchmark leaderboard · SOTA2 Research

Imputation on OpenML MCAR, Missing Probability 0.4 (test)

0MADICE

Evaluation Results

Method	Links
ICE2025.10		0	0.606	0.606
K-Nearest Neighbors2025.10		0	0.57	0.57
SoftImpute2025.10		0.001	0.577	0.649
MissForest2025.10		0.036	0.434	0.532
HyperImpute2025.10		0.037	0.42	0.551
OT2025.10		0.049	0.44	0.547
CACTI2025.10		0.1	0.422	0.639
ReMasker2025.10		0.138	0.358	0.648
ForestDiffusion2025.10		0.181	0.291	0.739
TabImpute2025.10		0.199	0.337	0.722
GAIN2025.10		0.2	0.361	0.789
MIWAE2025.10		0.267	0.385	0.927
MICE2025.10		0.359	0.264	0.859