Regression on Data-6 (Average relative MSE)
0.628Average Relative MSEOriginal
Evaluation results
| Method | Links | |
|---|---|---|
| OriginalAveraging=across 10 synthetic datasets2025.10 | 0.628 | |
| AIMprivacy_budget_epsilon=1, privacy_budget_delta=1/n^1.1, Averaging=across 10 synthetic datasets2025.10 | 0.908 | |
| PATE-CTGANprivacy_budget_epsilon=1, privacy_budget_delta=1/n^1.1, Averaging=across 10 synthetic datasets2025.10 | 1.12 | |
| BinAggprivacy_budget_epsilon=1, privacy_budget_delta=1/n^1.1, Averaging=across 10 synthetic datasets2025.10 | 1.195 | |
| DP-CTGANprivacy_budget_epsilon=1, privacy_budget_delta=1/n^1.1, Averaging=across 10 synthetic datasets2025.10 | 1.381 | |
| DP-GANprivacy_budget_epsilon=1, privacy_budget_delta=1/n^1.1, Averaging=across 10 synthetic datasets2025.10 | 2.008 | |
| PATE-GANprivacy_budget_epsilon=1, privacy_budget_delta=1/n^1.1, Averaging=across 10 synthetic datasets2025.10 | 2.307 |