Generative Image Synthesis on protest dataset
15.832FIDOurs (StyleGAN3)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Ours (StyleGAN3)Fine-tuning strategy=None2026.04 | 15.832 | 6.508 | 0.007 | |
| Ours FT (VGKG)Fine-tuning strategy=Fine-tuned, Fine-tuning dataset=VGKG2026.04 | 19.765 | 6.282 | 0.009 | |
| Ours FT (Crowd)Fine-tuning strategy=Fine-tuned, Fine-tuning dataset=Crowd2026.04 | 40.263 | 5.827 | 0.024 | |
| DP-GANPrivacy level (epsilon)=12026.04 | 290.444 | 2.416 | 0.258 | |
| WGAN-GP2026.04 | 303.524 | 1.736 | 0.343 | |
| DP-GANPrivacy level (epsilon)=102026.04 | 325.381 | 1.699 | 0.341 | |
| DP-GANPrivacy level (epsilon)=502026.04 | 330.144 | 1.909 | 0.345 |