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Tabular Imputation on PATH 30% MAR (test)
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0.455
Ordinal MACE
TabSODA
0.42704
0.61577
0.8045
0.99323
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
0.455
70.3
90
98.3
13.211
MissForest
2026.06
0.596
65.8
81.1
87.6
15.623
TabSyn
2026.06
0.677
57.8
78.6
87.3
17.43
DiffPuter
2026.06
0.683
62.2
79.4
86.9
15.808
TabDiff
2026.06
0.72
57.9
77.5
84.5
13.016
MICE
2026.06
0.757
56.4
74.4
82
15.102
TabCSDI
2026.06
1.154
44.3
65.3
74.3
42.579
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