Regression on Data-9 (Average relative MSE)
0.24Average relative MSEOriginal
Evaluation results
| Method | Links | |
|---|---|---|
| OriginalAveraging=across 10 synthetic datasets2025.10 | 0.24 | |
| BinAggprivacy_budget_epsilon=1, privacy_budget_delta=1/n^1.1, Averaging=across 10 synthetic datasets2025.10 | 0.91 | |
| PATE-GANprivacy_budget_epsilon=1, privacy_budget_delta=1/n^1.1, Averaging=across 10 synthetic datasets2025.10 | 2.46 | |
| PATE-CTGANprivacy_budget_epsilon=1, privacy_budget_delta=1/n^1.1, Averaging=across 10 synthetic datasets2025.10 | 2.538 | |
| DP-GANprivacy_budget_epsilon=1, privacy_budget_delta=1/n^1.1, Averaging=across 10 synthetic datasets2025.10 | 8.024 | |
| DP-CTGANprivacy_budget_epsilon=1, privacy_budget_delta=1/n^1.1, Averaging=across 10 synthetic datasets2025.10 | 39.621 |