Differentially Private Image Synthesis on F-MNIST
11.6FIDFETA-Pro
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FETA-Proepsilon=102026.01 | 11.6 | 88.1 | |
| DP-FETAepsilon=102026.01 | 13.3 | 87.3 | |
| DPDMepsilon=102026.01 | 17.1 | 85.6 | |
| FETA-Proepsilon=12026.01 | 27.8 | 83.4 | |
| DPDMepsilon=12026.01 | 28.8 | 76.4 | |
| DP-FETAepsilon=12026.01 | 31.4 | 81.7 | |
| DP-Kernelepsilon=12026.01 | 63.4 | 68.4 | |
| DP-MERFepsilon=12026.01 | 66.3 | 62.2 | |
| DP-Kernelepsilon=102026.01 | 74.2 | 70 | |
| DP-GANepsilon=12026.01 | 74.8 | 71.8 | |
| DP-GANepsilon=102026.01 | 76.9 | 70.3 | |
| GS-WGANepsilon=102026.01 | 97.2 | 56.7 | |
| GS-WGANepsilon=12026.01 | 99.4 | 52.7 | |
| DP-MERFepsilon=102026.01 | 106.4 | 62.2 | |
| DP-NTKepsilon=102026.01 | 120.5 | 76.3 | |
| DP-NTKepsilon=12026.01 | 253.1 | 64.4 |