Image Synthesis on FFHQ 1024x1024 (train test)
2.02FIDStyleGAN-XL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| StyleGAN-XLParams=71M, FID samples=50k2024.01 | 2.02 | 270 | 0.644 | |
| StyleGAN2Params=30M, FID samples=50k2024.01 | 2.7 | 253 | 0.578 | |
| StyleGAN3-TParams=22M, FID samples=50k2024.01 | 2.79 | 249 | 0.575 | |
| StyleGAN3-RParams=16M, FID samples=50k2024.01 | 3.07 | 273 | 0.651 | |
| StyleSwinParams=41M, FID samples=50k2024.01 | 5.07 | 360 | 0.946 | |
| HDiT-85MParams=85M, FID samples=50k2024.01 | 5.23 | 149 | 0.354 | |
| HiT-BParams=117M, FID samples=50k2024.01 | 6.37 | — | — | |
| HDiT-85MParams=85M, FID samples=5k2024.01 | 8.48 | 177 | 0.348 | |
| NCSN++Params=106M, FID samples=5k2024.01 | 53.52 | 608 | 1.879 |