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Benchmarks
Imputation on PATH 30% MNAR
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0.433
Ordinal MACE
TabSODA
0.4004
0.62045
0.8405
1.06055
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
0.433
70.6
90.1
98.1
16.453
MissForest
Missingness Mechanism=...
2026.06
0.611
64.8
78.9
85
16.241
TabSyn
Missingness Mechanism=...
2026.06
0.618
59.6
77.3
84.2
18.053
DiffPuter
Missingness Mechanism=...
2026.06
0.724
60.9
76.4
83.4
14.895
TabDiff
Missingness Mechanism=...
2026.06
0.732
56.2
73
79.9
17.691
MICE
Missingness Mechanism=...
2026.06
0.786
55
72.1
79.6
15.428
TabCSDI
Missingness Mechanism=...
2026.06
1.248
42
62
70.9
34.697
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