GM
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Utility evaluation | GM | Balanced Acc66.6 | 13 | |
| Minority class representation | GM | Minority Class Percentage0.33 | 13 | |
| DCR baseline protection analysis | GM | DCR Baseline Protection0.038 | 12 | |
| Membership Inference Attack | GM | Success Rate53.2 | 12 | |
| Synthetic Data Evaluation (Column Pair Trends) | GM | Column Pair Trends Score99.1 | 12 | |
| Overfitting Protection Evaluation | GM | DCR Overfitting Protection73.6 | 12 | |
| Tabular Synthetic Data Generation | GM | Column Shapes Score0.995 | 12 | |
| Model Attribution | GM-CelebA to CIFAR10 | Accuracy63 | 12 | |
| Edge Coverage | gm POWER program | Edge Coverage10,580 | 7 | |
| Estimating source distributions | GM | C2ST Accuracy55 | 5 |
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