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Bayesian Network

Benchmarks

Task NameDataset NameSOTA ResultTrend
Multi-class classificationBayesian Network variable D3
Macro F1 Score79.16
20
Multi-class classificationBayesian Network variable D2
Macro-F176.55
20
Missing Value ImputationBayesian Network MNAR (test)
Accuracy (Test)72.51
20
Missing Value ImputationBayesian Network MAR (test)
Accuracy (Out-of-sample)75.32
20
Missing Value ImputationBayesian Network MCAR (test)
Accuracy78.34
20
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