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Benchmarks
Classification on Aust. 30% MCAR
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65.8
F1 Score
NMWAE
47.288
52.094
56.9
61.706
Nov 27, 2025
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 Score
NMWAE
missing_rate=30%, num_...
2025.11
65.8
IVGAE
missing_rate=30%, num_...
2025.11
65.8
GAIN
missing_rate=30%, num_...
2025.11
65.5
KNN
missing_rate=30%, num_...
2025.11
65.2
MisF
missing_rate=30%, num_...
2025.11
65.1
IGRM
missing_rate=30%, num_...
2025.11
64.9
Mean
missing_rate=30%, num_...
2025.11
61.3
MICE
missing_rate=30%, num_...
2025.11
61.2
HIVAE
missing_rate=30%, num_...
2025.11
58.7
GRAPE
missing_rate=30%, num_...
2025.11
57.4
MWAE
missing_rate=30%, num_...
2025.11
51.7
EM
missing_rate=30%, num_...
2025.11
48
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