Image Generation on LSUN Church 256x256 (train)
1.59FIDProjected GAN
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Projected GANResolution=256x2562021.11 | 1.59 | 0.0005 | 61.2 | 43.8 | 1.01 | 13.71 | 0.82 | 8,370 | — | |
| Diffusion ProjectedGANBackbone=EfficientNet-v02022.06 | 1.85 | — | — | 65 | — | — | — | — | — | |
| GLeaD + GGDRbaseline=GGDR2022.12 | 2.15 | — | 61 | 48 | — | — | — | — | — | |
| GGDR2022.12 | 2.81 | — | 61 | 46 | — | — | — | — | — | |
| GLeaDbaseline=StyleGAN22022.12 | 2.82 | — | 62 | 43 | — | — | — | — | — | |
| EqGAN-SAResolution=256x256, Number of Training Images=25M, Alignment Loss (Lalign)=true2021.12 | 3.11 | — | — | — | — | — | — | — | 2.07 | |
| ProjectedGANBackbone=EfficientNet-v02022.06 | 3.42 | — | — | 56 | — | — | — | — | — | |
| EqGAN-SA (SEL)Resolution=256x256, Number of Training Images=25M2021.12 | 3.55 | — | — | — | — | — | — | — | 2.59 | |
| StyleGAN2Resolution=256x256, Number of Training Images=25M2021.12 | 3.73 | — | — | — | — | — | — | — | 3.01 | |
| Polarity2022.12 | 3.92 | — | 61 | 39 | — | — | — | — | — | |
| StyleGAN22022.12 | 4.04 | — | 58 | 40 | — | — | — | — | — | |
| UT2022.12 | 4.07 | — | 71 | 45 | — | — | — | — | — | |
| SWAGAN-BiImages Viewed=6.5M2021.02 | 4.97 | — | — | — | — | — | — | — | — | |
| StyleGAN2Images Viewed=6.5M2021.02 | 5.46 | — | — | — | — | — | — | — | — | |
| StyleGAN2-ADAResolution=256x2562021.11 | 5.85 | 0.0047 | 56.5 | 41.6 | 2.51 | 15.85 | 1.1 | 14,620 | — | |
| FastGANResolution=256x2562021.11 | 8.43 | 0.0046 | 64.5 | 20.7 | 3.64 | 35.47 | 3.61 | 14,420 | — |