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Missing data imputation on Diab. 30% MCAR
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0.237
Average Error
HIVAE
0.229
0.283
0.337
0.391
Nov 27, 2025
Average Error
Updated 4d ago
Evaluation Results
Method
Method
Links
Average Error
HIVAE
Missing Rate=30%
2025.11
0.237
IVGAE
Missing Rate=30%
2025.11
0.24
IGRM
Missing Rate=30%
2025.11
0.241
GRAPE
Missing Rate=30%
2025.11
0.249
MWAE
Missing Rate=30%
2025.11
0.25
NMWAE
Missing Rate=30%
2025.11
0.251
KNN
Missing Rate=30%
2025.11
0.257
MICE
Missing Rate=30%
2025.11
0.332
GAIN
Missing Rate=30%
2025.11
0.34
MisF
Missing Rate=30%
2025.11
0.364
Mean
Missing Rate=30%
2025.11
0.437
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