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biodeg

Benchmarks

Task NameDataset NameSOTA ResultTrend
Tabular Data Synthesis Fidelitybiodeg
KS Statistic (Mean)0.43
90
Tabular Data Synthesisbiodeg
Chi-Squared Test Result0.02
47
Classificationbiodeg
Balanced Accuracy81.36
45
Binary Imbalanced Classificationbiodeg
F1-score95.2
4
ClassificationBiodeg. 10-fold CV 1494
Log-Loss (LL)0.298
2
Tabular Classificationbiodeg UCI (test)
Balanced Accuracy82.85
2
DCR Evaluationbiodeg
DCR Score38
2
Delta-presence Evaluationbiodeg real-world (train)
Delta Presence Score1.61
1
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