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Benchmarks
Classification on Breast 30% MCAR
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46.1
F1 Score
IVGAE
41.004
42.327
43.65
44.973
Nov 27, 2025
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 Score
IVGAE
missing_rate=30%, num_...
2025.11
46.1
MICE
missing_rate=30%, num_...
2025.11
45.1
EM
missing_rate=30%, num_...
2025.11
45.1
MWAE
missing_rate=30%, num_...
2025.11
45.1
IGRM
missing_rate=30%, num_...
2025.11
45.1
HIVAE
missing_rate=30%, num_...
2025.11
44.7
GRAPE
missing_rate=30%, num_...
2025.11
44.1
Mean
missing_rate=30%, num_...
2025.11
42.8
NMWAE
missing_rate=30%, num_...
2025.11
42.4
MisF
missing_rate=30%, num_...
2025.11
41.6
GAIN
missing_rate=30%, num_...
2025.11
41.3
KNN
missing_rate=30%, num_...
2025.11
41.2
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