Census Income
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Downstream ML Utility | Census Income | F1-score86.8 | 8 | |
| Tabular Synthetic Data Generation | Census Income | Kolmogorov-Smirnov Statistic (KS)0.006 | 8 | |
| Tabular Data Generation | Census Income | Peak GPU Memory Usage (GB)3.1 | 7 | |
| Prediction Interval Coverage | Census income MCAR | Coverage90.6 | 6 | |
| Prediction Interval Coverage | Census income MAR | Coverage83.1 | 6 | |
| Noise calibration for Pufferfish privacy | Census Income (test) | Theta (e=0.1)10 | 3 |
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