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Benchmarks
Missing Data Imputation on Adult 30% MCAR (test)
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0.15
Average Error
IVGAE
0.145
0.17875
0.2125
0.24625
Nov 27, 2025
Average Error
Updated 4d ago
Evaluation Results
Method
Method
Links
Average Error
IVGAE
Missing Rate=30%
2025.11
0.15
IGRM
Missing Rate=30%
2025.11
0.155
GRAPE
Missing Rate=30%
2025.11
0.162
HIVAE
Missing Rate=30%
2025.11
0.168
NMWAE
Missing Rate=30%
2025.11
0.176
MWAE
Missing Rate=30%
2025.11
0.178
KNN
Missing Rate=30%
2025.11
0.189
MICE
Missing Rate=30%
2025.11
0.192
GAIN
Missing Rate=30%
2025.11
0.21
Mean
Missing Rate=30%
2025.11
0.245
MisF
Missing Rate=30%
2025.11
0.275
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