Real Image Projection on CelebA-HQ (test)
0.009MSEImage2StyleGAN
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Image2StyleGANRuntime (s)=192.52021.04 | 0.009 | 0.203 | 23.68 | — | — | |
| StyleMapGANRuntime (s)=0.082, Resolution=8 x 82021.04 | 0.024 | 0.242 | 9.97 | — | — | |
| Style TransformerParams(M)=40.6, FLOPs(G)=36.37, Time(s)=0.04362022.03 | 0.036 | 0.166 | — | 28.31 | 14 | |
| pSpParams(M)=267.3, FLOPs(G)=72.55, Time(s)=0.06682022.03 | 0.037 | 0.169 | — | 31.52 | 15.07 | |
| e4eParams(M)=267.3, FLOPs(G)=72.55, Time(s)=0.06592022.03 | 0.05 | 0.209 | — | 36.16 | 17.25 | |
| In-DomainGANRuntime (s)=6.82021.04 | 0.052 | 0.34 | 22.05 | — | — | |
| SEANRuntime (s)=0.1462021.04 | 0.064 | 0.334 | 30.29 | — | — | |
| StyleGAN2Runtime (s)=80.42021.04 | 0.079 | 0.247 | 30.3 | — | — | |
| Structured NoiseRuntime (s)=64.42021.04 | 0.097 | 0.256 | 27.96 | — | — |