Image Generation on AFHQ Cat
1.81FIDHP GAN
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| HP GAN2026.02 | 1.81 | 0.08 | 0.741 | 0.58 | — | — | |
| Projected GANResolution=512x5122021.11 | 2.16 | 0.16 | 0.693 | 0.565 | 0.68 | — | |
| Projected GAN2026.02 | 2.16 | 0.16 | 0.693 | 0.565 | — | — | |
| StyleGAN2-ADAResolution=512x5122021.11 | 3.55 | 0.63 | 0.767 | 0.411 | 1.23 | — | |
| ADA2026.02 | 3.55 | 0.63 | 0.767 | 0.411 | — | — | |
| ADA + APAResolution=256x2562021.11 | 4.377 | — | — | — | — | 2.169 | |
| FastGANResolution=512x5122021.11 | 4.69 | 1.72 | 0.784 | 0.305 | 1.73 | — | |
| FastGAN2026.02 | 4.69 | 1.72 | 0.784 | 0.305 | — | — | |
| APAResolution=256x2562021.11 | 4.876 | — | — | — | — | 2.156 | |
| ADAResolution=256x2562021.11 | 6.053 | — | — | — | — | 2.119 | |
| LC-RegResolution=256x2562021.11 | 6.699 | — | — | — | — | 1.943 | |
| StyleGAN2Resolution=256x2562021.11 | 7.737 | — | — | — | — | 1.825 | |
| AdAMadaptation setting=10-shot2022.10 | 57.59 | — | — | — | — | — | |
| FreezeDadaptation setting=10-shot2022.10 | 64.56 | — | — | — | — | — | |
| TGANadaptation setting=10-shot2022.10 | 64.6 | — | — | — | — | — | |
| EWCadaptation setting=10-shot2022.10 | 74.69 | — | — | — | — | — | |
| DCLadaptation setting=10-shot2022.10 | 154.6 | — | — | — | — | — | |
| CDCadaptation setting=10-shot2022.10 | 174.5 | — | — | — | — | — | |
| StyleGAN2-ADATransfer=false2021.12 | — | — | — | — | 1.17 | — | |
| StyleGAN2-ADATransfer=true2021.12 | — | — | — | — | 0.98 | — | |
| Vision-aided Adversarial training (w/ ADA)Transfer=false2021.12 | — | — | — | — | 0.62 | — | |
| Vision-aided Adversarial training (w/ ADA)Transfer=true2021.12 | — | — | — | — | 0.7 | — |