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Data Imputation on eICU MNAR 10% missingness

0.125NRMSE

MissForest

Updated 4d ago

Evaluation Results

Method	Links
MissForest 2026.01		0.125	0.129	0.411	67.8	33.4
MIWAE 2026.01		0.13	-0.01	0.361	63.8	27.1
SNI 2026.01		0.136	0.035	0.318	30.3	0
SNI-M 2026.01		0.136	0.035	0.318	30.3	0
KNN 2026.01		0.142	-0.103	0.248	54.6	13.4
Mean/Mode 2026.01		0.146	-0.13	0	36.9	0
MICE 2026.01		0.175	-1.128	0.208	54.7	14.5
GAIN 2026.01		0.2	-3.147	0.101	42	1.3