Our new X account is live! Follow @wizwand_team for updates
Home
/
Benchmarks
Imputation on Six Datasets Aggregated (test)
Loading...
1.56
NRMSE
MIWAE
1.32
2.94
4.56
6.18
Jan 18, 2026
NRMSE
R^2
Spearman ρ
Macro-F1
Updated 4d ago
Evaluation Results
Method
Method
Links
NRMSE
R^2
Spearman ρ
Macro-F1
MIWAE
Missingness Mechanism=...
2026.01
1.56
2
1.44
2.2
MissForest
Missingness Mechanism=...
2026.01
1.61
1.61
1.61
1.6
SNI
Missingness Mechanism=...
2026.01
4.22
4.06
4.06
4.33
SNI-M
Missingness Mechanism=...
2026.01
4.22
4.06
4.06
4.73
KNN
Missingness Mechanism=...
2026.01
4.94
4.94
5
4.33
Mean/Mode
Missingness Mechanism=...
2026.01
5.83
5.56
7.94
7.33
MICE
Missingness Mechanism=...
2026.01
6.06
6.11
5.44
5
GAIN
Missingness Mechanism=...
2026.01
7.56
7.67
6.44
6.47
Feedback
Search any
task
Search any
task