Unconditional Image Synthesis on FFHQ
3.62FIDSeQ-GAN + NAR
Evaluation Results
| Method | Links | |
|---|---|---|
| SeQ-GAN + NARParams=57.9M + 171M, Steps=122022.12 | 3.62 | |
| StyleGAN22021.11 | 3.8 | |
| StyleGAN2Params=30M, Steps=12022.12 | 3.8 | |
| VIT-VQGANParams=64M + 1697M, Steps=10242022.12 | 5.3 | |
| VQ-Diffusion2021.11 | 6.33 | |
| MoVQ + ARParams=82.7M + 307M, Steps=10242022.12 | 8.52 | |
| MoVQ + NARParams=82.7M + 307M, Steps=122022.12 | 8.78 | |
| ImageBART2021.11 | 9.57 | |
| ImageBARTParams=-, Steps=10242022.12 | 9.57 | |
| VQGAN2021.11 | 9.6 | |
| RQ-VAEParams=100M + 370M†/650M‡, Steps=2562022.12 | 10.38 | |
| VQGANParams=72.1M + 801M, Steps=2562022.12 | 11.4 | |
| BigGAN2021.11 | 12.4 | |
| BigGANParams=164M, Steps=12022.12 | 12.4 | |
| DCTParams=473M†/448M‡, Steps=>10242022.12 | 13.06 |