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Imputation on NSDUH 30% MCAR (test)
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39
Ordinal MACE
TabSODA
37.372
48.361
59.35
70.339
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
39
69.3
71.6
74.8
49.609
TabSyn
2026.06
41.3
68.4
69.3
70.4
42.38
DiffPuter
2026.06
42.4
67.7
70.9
75.7
55.301
TabCSDI
2026.06
43.7
68.5
68.9
69.5
61.857
TabDiff
2026.06
43.9
67.8
70.5
74.1
63.739
MICE
2026.06
79.7
58.6
49.9
39.6
55.2
MissForest
2026.06
79.7
58.6
49.9
39.6
53.415
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