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Benchmarks
Classification on Adult 30% MCAR
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25
F1 Score
IVGAE
21.672
22.536
23.4
24.264
Nov 27, 2025
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
F1 Score
IVGAE
missing_rate=30%, num_...
2025.11
25
GRAPE
missing_rate=30%, num_...
2025.11
24.8
Mean
missing_rate=30%, num_...
2025.11
24.5
NMWAE
missing_rate=30%, num_...
2025.11
24.5
MWAE
missing_rate=30%, num_...
2025.11
24.4
HIVAE
missing_rate=30%, num_...
2025.11
24.4
MisF
missing_rate=30%, num_...
2025.11
24.2
GAIN
missing_rate=30%, num_...
2025.11
24.2
KNN
missing_rate=30%, num_...
2025.11
24.1
IGRM
missing_rate=30%, num_...
2025.11
23.9
EM
missing_rate=30%, num_...
2025.11
22.7
MICE
missing_rate=30%, num_...
2025.11
21.8
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