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Imputation on PATH 30% MCAR (test)
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0.452
Ordinal MACE
TabSODA
0.42724
0.59437
0.7615
0.92863
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
0.452
70.3
90
98.3
15.44
MissForest
2026.06
0.584
66.4
81.6
87.8
15.562
DiffPuter
2026.06
0.656
63.4
80.1
86.9
15.01
TabSyn
2026.06
0.712
56.8
78.6
88.2
23.767
MICE
2026.06
0.737
57.4
75.4
82.7
15.287
TabDiff
2026.06
0.79
55.3
77.2
85.3
15.333
TabCSDI
2026.06
1.071
46.3
67.9
76.6
36.413
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