Image Synthesis on AFHQ Dog
4.52FIDProjected GAN
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Projected GANResolution=512x5122021.11 | 4.52 | — | — | — | — | — | |
| Projected GANResolution=512x5122021.11 | 4.52 | — | 0.8 | 71.8 | 64.3 | 1.12 | |
| InsGenResolution=512x5122021.06 | 5.44 | — | — | — | — | — | |
| Projected GANResolution=512x512, Training Point=First point surpassing SOTA2021.11 | 7.1 | — | — | — | — | — | |
| ContraDResolution=512x5122021.06 | 7.16 | — | — | — | — | — | |
| ADAResolution=512x5122021.06 | 7.4 | — | — | — | — | — | |
| StyleGAN2-ADAResolution=512x5122021.11 | 7.4 | — | — | — | — | — | |
| StyleGAN2-ADAResolution=512x5122021.11 | 7.4 | — | 1.21 | 75.3 | 47 | 1.98 | |
| FastGANResolution=512x5122021.11 | 13.09 | — | — | — | — | — | |
| FastGANResolution=512x5122021.11 | 13.09 | — | 5.51 | 74.6 | 38 | 3.07 | |
| StyleGAN2Resolution=512x5122021.06 | 19.4 | — | — | — | — | — | |
| StyleGAN2-ADATransfer=false2021.12 | — | — | — | — | — | 2.02 | |
| StyleGAN2-ADATransfer=true2021.12 | — | — | — | — | — | 1.89 | |
| Vision-aided Adversarial training (w/ ADA)Transfer=false2021.12 | — | — | — | — | — | 1.04 | |
| Vision-aided Adversarial training (w/ ADA)Transfer=true2021.12 | — | — | — | — | — | 1.03 |