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Missing Data Imputation on Aust. 30% MCAR
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0.129
Average Error
IVGAE
0.12372
0.15936
0.195
0.23064
Nov 27, 2025
Average Error
Updated 4d ago
Evaluation Results
Method
Method
Links
Average Error
IVGAE
Missing Rate=30%
2025.11
0.129
IGRM
Missing Rate=30%
2025.11
0.131
GRAPE
Missing Rate=30%
2025.11
0.143
HIVAE
Missing Rate=30%
2025.11
0.16
MWAE
Missing Rate=30%
2025.11
0.162
NMWAE
Missing Rate=30%
2025.11
0.163
KNN
Missing Rate=30%
2025.11
0.175
MICE
Missing Rate=30%
2025.11
0.188
GAIN
Missing Rate=30%
2025.11
0.195
MisF
Missing Rate=30%
2025.11
0.233
Mean
Missing Rate=30%
2025.11
0.261
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