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ResearchFormerly WizWand

Imputation on OpenML MCAR, Missing Probability 0.4 (test)

0MADICE
-0.014360.082570.17950.27643Oct 3, 2025
Updated 8mo ago

Evaluation results

MethodLinks
ICESamples Per Entry=52025.1000.6060.606
K-Nearest NeighborsSamples Per Entry=52025.1000.570.57
SoftImputeSamples Per Entry=52025.100.0010.5770.649
MissForestSamples Per Entry=52025.100.0360.4340.532
HyperImputeSamples Per Entry=52025.100.0370.420.551
OTSamples Per Entry=52025.100.0490.440.547
CACTISamples Per Entry=52025.100.10.4220.639
ReMaskerSamples Per Entry=52025.100.1380.3580.648
ForestDiffusionSamples Per Entry=52025.100.1810.2910.739
TabImputeSamples Per Entry=52025.100.1990.3370.722
GAINSamples Per Entry=52025.100.20.3610.789
MIWAESamples Per Entry=52025.100.2670.3850.927
MICESamples Per Entry=52025.100.3590.2640.859