Image Generation on CelebA downsampled (test)
1.1FIDReal data
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Real dataPrivacy budget (epsilon)=inf, Privacy delta (delta)=1e-62021.11 | 1.1 | 91.9 | 95 | |
| SinkhornPrivacy budget (epsilon)=inf, Privacy delta (delta)=1e-62021.11 | 129.5 | 80.8 | 82.2 | |
| DP-SinkhornPrivacy budget (epsilon)=10, Privacy delta (delta)=1e-62021.11 | 189.5 | 76.2 | 76.3 | |
| DP-MERFPrivacy budget (epsilon)=10, Privacy delta (delta)=1e-62021.11 | 274 | 64.8 | 65 | |
| DataLensPrivacy budget (epsilon)=10, Privacy delta (delta)=1e-5, Resolution=64x642021.11 | 320.8 | — | 72.9 |