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Papers Benchmarks Datasets Tasks

Census Income dataset and benchmarks · SOTA2 Research

Research Datasets

Census Income

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Downstream ML Utility

Census Income

86.8F1-score

8

Tabular Synthetic Data Generation

Census Income

0.006Kolmogorov-Smirnov Statistic (KS)

8

Tabular Data Generation

Census Income

3.1Peak GPU Memory Usage (GB)

7

Prediction Interval Coverage

Census income MCAR

90.6Coverage

6

Prediction Interval Coverage

Census income MAR

83.1Coverage

6

Noise calibration for Pufferfish privacy

Census Income (test)

10Theta (e=0.1)

3

Popular tasks

Prediction Interval Coverage Tabular Data Generation Noise calibration for Pufferfish privacy Tabular Synthetic Data Generation Downstream ML Utility

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