Image Synthesis on LSUN Bedrooms 256x256
1.52FIDProjectedGAN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ProjectedGAN2021.12 | 1.52 | — | 0.61 | 0.34 | |
| ADMdropout=true, sampling steps=10002021.05 | 1.9 | 5.59 | 66 | 51 | |
| ADM2021.12 | 1.9 | — | 0.66 | 0.51 | |
| StyleGAN2021.05 | 2.35 | 6.62 | 59 | 48 | |
| StyleGAN2021.12 | 2.35 | — | 0.59 | 0.48 | |
| LDM-4Sampling steps=2002021.12 | 2.95 | — | 0.66 | 0.48 | |
| IDDPM2021.05 | 4.24 | 8.21 | 62 | 46 | |
| UDM2021.12 | 4.57 | — | — | — | |
| DDPM2021.05 | 4.89 | 9.07 | 60 | 45 | |
| DDPM2021.12 | 4.9 | — | — | — | |
| ImageBART2021.12 | 5.51 | — | — | — | |
| DCTransformer+2021.05 | 6.4 | 6.66 | 44 | 56 |