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Benchmarks
Imputation on NSDUH 30% MNAR
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0.367
Ordinal MACE
TabSODA
0.34872
0.47211
0.5955
0.71889
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
Missingness Mechanism=...
2026.06
0.367
70.9
72
73.9
54.48
TabSyn
Missingness Mechanism=...
2026.06
0.417
67.9
69.1
71.6
57.712
TabCSDI
Missingness Mechanism=...
2026.06
0.43
68.6
68
67.5
61.723
TabDiff
Missingness Mechanism=...
2026.06
0.433
67.3
68.2
70.1
61.736
DiffPuter
Missingness Mechanism=...
2026.06
0.451
65.6
69
73.9
58.711
MICE
Missingness Mechanism=...
2026.06
0.824
57.8
50.5
39.9
62.851
MissForest
Missingness Mechanism=...
2026.06
0.824
57.8
50.5
39.9
60.829
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