Differentially Private Image Synthesis on Camelyon
20.3FIDFETA-Pro
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FETA-Proepsilon=102026.01 | 20.3 | 84.3 | |
| DP-FETAepsilon=102026.01 | 27.8 | 82.9 | |
| DPDMepsilon=102026.01 | 29.2 | 79.5 | |
| FETA-Proepsilon=12026.01 | 31 | 84 | |
| DP-FETAepsilon=12026.01 | 52.8 | 77.3 | |
| DP-GANepsilon=102026.01 | 66.9 | 79.6 | |
| DPDMepsilon=12026.01 | 111.9 | 80.6 | |
| DP-GANepsilon=12026.01 | 132.2 | 83.2 | |
| DP-Kernelepsilon=102026.01 | 217.3 | 68.7 | |
| DP-NTKepsilon=102026.01 | 234.5 | 64.1 | |
| DP-MERFepsilon=102026.01 | 251.6 | 58.3 | |
| DP-Kernelepsilon=12026.01 | 254.1 | 68 | |
| DP-MERFepsilon=12026.01 | 278.3 | 60.4 | |
| GS-WGANepsilon=102026.01 | 291.8 | 58.9 | |
| DP-NTKepsilon=12026.01 | 335.5 | 53.1 | |
| GS-WGANepsilon=12026.01 | 421.3 | 52.1 |