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Papers Benchmarks Datasets Tasks

BM dataset and benchmarks · SOTA2 Research

Research Datasets

BM

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Utility evaluation

BM

60.3Balanced Acc

13

Minority class representation

BM

17Minority Class Percentage

13

Individual trajectory prediction

BM4

0.002MAE

12

DCR baseline protection analysis

BM

0DCR Baseline Protection

12

Membership Inference Attack

BM

52.3Success Rate

12

Synthetic Data Evaluation (Column Pair Trends)

BM

98.3Column Pair Trends Score

12

Overfitting Protection Evaluation

BM

92DCR

12

Tabular Synthetic Data Generation

BM

0.987Column Shapes Score

12

Reward Prediction

BM

31.91MAE

10

Cost Prediction

BM

751.83MAE

10

Count Prediction

BM

47.21MAE

9

Popular tasks

Utility Evaluation Membership Inference Attack Tabular Synthetic Data Generation Minority class representation Overfitting Protection Evaluation

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