Our new X account is live! Follow @wizwand_team for updates
Home
/
Benchmarks
Data Imputation on eICU MNAR 10% missingness
Loading...
0.125
NRMSE
MissForest
0.122
0.14225
0.1625
0.18275
Jan 18, 2026
NRMSE
R^2
Spearman Rho
Macro F1
Cohen's Kappa
Updated 4d ago
Evaluation Results
Method
Method
Links
NRMSE
R^2
Spearman Rho
Macro F1
Cohen's Kappa
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
Feedback
Search any
task
Search any
task