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Tabular Imputation on NSDUH 30% MAR (test)
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0.362
Ordinal MACE
TabSODA
0.34352
0.46826
0.593
0.71774
Jun 3, 2026
Ordinal MACE
Ordinal Accuracy
Categorical Accuracy
Nominal Accuracy
Numerical RMSE
Updated 1mo ago
Evaluation Results
Method
Method
Links
Ordinal MACE
Ordinal Accuracy
Categorical Accuracy
Nominal Accuracy
Numerical RMSE
TabSODA
2026.06
0.362
71.5
73.9
77.9
53.114
TabSyn
2026.06
0.399
69.2
71.1
74.8
56.709
TabDiff
2026.06
0.413
68.7
70.1
72.9
57.312
DiffPuter
2026.06
0.424
67.6
70.9
75.3
66.812
TabCSDI
2026.06
0.436
68.8
69
69.2
71.867
MICE
2026.06
0.824
57.8
50.3
39.7
58.073
MissForest
2026.06
0.824
57.8
50.3
39.7
56.313
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