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BM

Benchmarks

Task NameDataset NameSOTA ResultTrend
Utility evaluationBM
Balanced Acc60.3
13
Minority class representationBM
Minority Class Percentage17
13
DCR baseline protection analysisBM
DCR Baseline Protection0
12
Membership Inference AttackBM
Success Rate52.3
12
Synthetic Data Evaluation (Column Pair Trends)BM
Column Pair Trends Score98.3
12
Overfitting Protection EvaluationBM
DCR92
12
Tabular Synthetic Data GenerationBM
Column Shapes Score0.987
12
Reward PredictionBM
MAE31.91
10
Cost PredictionBM
MAE751.83
10
Count PredictionBM
MAE47.21
9
Showing 10 of 10 rows