Privacy risk evaluation on California dataset
74DCRBayNet
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| BayNetNumber of seeds=42026.05 | 74 | 73.9 | 80.6 | 81 | 53.5 | |
| TabDDPMNumber of seeds=42026.05 | 59.8 | 53.1 | 58.5 | — | — | |
| SynthPopNumber of seeds=42026.05 | 41.4 | 56.6 | 60.6 | 85.5 | 47.2 | |
| PateGANNumber of seeds=42026.05 | 29.7 | 50.4 | 49.9 | — | — | |
| TVAENumber of seeds=42026.05 | 27.9 | 53.2 | 54.9 | — | — | |
| ARFNumber of seeds=42026.05 | 26 | 52.8 | 54.4 | 53.1 | 51.4 | |
| AindoNumber of seeds=42026.05 | 18.9 | 50.6 | 51.6 | 88.1 | 50.8 | |
| ADSGANNumber of seeds=42026.05 | 16.6 | 51.9 | 51.5 | — | — | |
| CTGANNumber of seeds=42026.05 | 9.3 | 50.6 | 51 | 86.6 | 51.8 | |
| PrivBayesPrivacy budget (epsilon)=1000, Number of seeds=42026.05 | 8.5 | 50.7 | 51.4 | 84.3 | 48.8 | |
| PrivBayesPrivacy budget (epsilon)=10, Number of seeds=42026.05 | 8.1 | 50.7 | 51.6 | 82.9 | 48.5 |