Image Generation on CelebA 32x32 (test)
4.47FIDBiDVL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BiDVL2022.03 | 4.47 | — | |
| GEBM2022.03 | 5.21 | — | |
| FCEmodel_base=Glow2019.12 | 12.21 | — | |
| FCE2022.03 | 12.21 | — | |
| DCGAN2019.12 | 12.5 | — | |
| DCGAN2022.03 | 12.5 | — | |
| FETA-ProPrivacy budget (epsilon)=102026.01 | 20 | 95.2 | |
| Glow2019.12 | 23.32 | — | |
| DP-FETAPrivacy budget (epsilon)=102026.01 | 24.8 | 94.2 | |
| DPDMPrivacy budget (epsilon)=102026.01 | 28.8 | 91.8 | |
| DP-GANPrivacy budget (epsilon)=102026.01 | 31.7 | 89.2 | |
| VAE2019.12 | 38.76 | — | |
| VAE2022.03 | 38.76 | — | |
| DP-KernelPrivacy budget (epsilon)=102026.01 | 128.8 | 83.7 | |
| DP-MERFPrivacy budget (epsilon)=102026.01 | 147.9 | 81.2 | |
| DP-NTKPrivacy budget (epsilon)=102026.01 | 227.8 | 64.2 | |
| GS-WGANPrivacy budget (epsilon)=102026.01 | 290 | 61.5 |