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Benchmarks
Missing Data Imputation on Breast 30% MCAR
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17.8
Avg Error
IVGAE
17.308
20.629
23.95
27.271
Nov 27, 2025
Avg Error
Updated 4d ago
Evaluation Results
Method
Method
Links
Avg Error
IVGAE
Missing Rate=30%
2025.11
17.8
IGRM
Missing Rate=30%
2025.11
18.3
HIVAE
Missing Rate=30%
2025.11
19.5
GRAPE
Missing Rate=30%
2025.11
19.5
NMWAE
Missing Rate=30%
2025.11
19.9
MWAE
Missing Rate=30%
2025.11
20.5
KNN
Missing Rate=30%
2025.11
21.9
MICE
Missing Rate=30%
2025.11
22.8
GAIN
Missing Rate=30%
2025.11
25
Mean
Missing Rate=30%
2025.11
28
MisF
Missing Rate=30%
2025.11
30.1
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