Image Generation on FFHQ 1024x1024 (train)
2.84FIDStyleGAN2
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| StyleGAN2Configuration=F2019.12 | 2.84 | 145 | 68.9 | 49.2 | |
| GLeaD + GGDRbaseline=GGDR2022.12 | 2.9 | — | 69 | 50 | |
| FQ-StyleGANResolution=32^22020.04 | 3.01 | — | — | — | |
| GLeaDbaseline=StyleGAN22022.12 | 3.24 | — | 69 | 47 | |
| GGDR2022.12 | 3.25 | — | 66 | 51 | |
| StyleGANResolution=32^22020.04 | 3.28 | — | — | — | |
| StyleGAN + No growing, new G & D arch.Configuration=E2019.12 | 3.31 | 124.5 | 70.5 | 44.9 | |
| StyleGAN22022.12 | 3.79 | — | 68 | 44 | |
| StyleGAN (Config A) with large networksConfiguration=A, network_size=large2019.12 | 3.98 | 199.2 | 71.6 | 42.2 | |
| SWAGAN-BiImages Viewed=17.1M2021.02 | 4.06 | — | — | — | |
| StyleGAN + Path length regularizationConfiguration=D2019.12 | 4.34 | 122.5 | 71.5 | 41.8 | |
| FQ-StyleGANResolution=64^22020.04 | 4.36 | — | — | — | |
| StyleGAN + Lazy regularizationConfiguration=C2019.12 | 4.38 | 158 | 71.9 | 42.7 | |
| StyleGAN + Weight demodulationConfiguration=B2019.12 | 4.39 | 175.4 | 70.2 | 42.5 | |
| StyleGANConfiguration=A2019.12 | 4.4 | 212.1 | 72.1 | 39.9 | |
| SWAGAN-BiImages Viewed=9.76M2021.02 | 4.68 | — | — | — | |
| StyleGANResolution=64^22020.04 | 4.82 | — | — | — | |
| FQ-StyleGANResolution=1024^22020.04 | 4.89 | — | — | — | |
| StyleGANResolution=1024^22020.04 | 5.24 | — | — | — | |
| FQ-StyleGANResolution=128^22020.04 | 5.98 | — | — | — | |
| UT2022.12 | 6.11 | — | 73 | 48 | |
| StyleGANResolution=128^22020.04 | 6.33 | — | — | — | |
| StyleGAN2Images Viewed=9.76M2021.02 | 7.62 | — | — | — |