Differentially Private Image Synthesis on CIFAR-10
69FIDFETA-Pro
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FETA-Proepsilon=102026.01 | 69 | 47 | |
| DP-FETAepsilon=102026.01 | 95.3 | 43.3 | |
| DPDMepsilon=102026.01 | 110.1 | 36.8 | |
| FETA-Proepsilon=12026.01 | 120.4 | 37.9 | |
| DP-GANepsilon=102026.01 | 138.7 | 30.5 | |
| DP-FETAepsilon=12026.01 | 139.8 | 35.1 | |
| DP-Kernelepsilon=102026.01 | 161.4 | 25.1 | |
| DP-Kernelepsilon=12026.01 | 184.8 | 26.4 | |
| DP-GANepsilon=12026.01 | 187.5 | 26.2 | |
| GS-WGANepsilon=102026.01 | 194.4 | 21.3 | |
| DP-MERFepsilon=12026.01 | 203.9 | 27.2 | |
| DPDMepsilon=12026.01 | 206.4 | 28.9 | |
| DP-MERFepsilon=102026.01 | 214.1 | 29 | |
| GS-WGANepsilon=12026.01 | 259.7 | 20.4 | |
| DP-NTKepsilon=102026.01 | 346.9 | 28.2 | |
| DP-NTKepsilon=12026.01 | 413 | 17 |