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Benchmarks
Classification on Bank 30% MCAR
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81
F1 Score
MWAE
70.704
73.377
76.05
78.723
Nov 27, 2025
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 Score
MWAE
missing_rate=30%, num_...
2025.11
81
IVGAE
missing_rate=30%, num_...
2025.11
78.1
GRAPE
missing_rate=30%, num_...
2025.11
77.7
HIVAE
missing_rate=30%, num_...
2025.11
77.3
KNN
missing_rate=30%, num_...
2025.11
77.2
MICE
missing_rate=30%, num_...
2025.11
77.2
EM
missing_rate=30%, num_...
2025.11
77.1
IGRM
missing_rate=30%, num_...
2025.11
77
Mean
missing_rate=30%, num_...
2025.11
76.2
GAIN
missing_rate=30%, num_...
2025.11
76.1
NMWAE
missing_rate=30%, num_...
2025.11
73.5
MisF
missing_rate=30%, num_...
2025.11
71.1
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