Metric: FID (lower is better)
| # | Model↕ | FID▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | StyleGAN2 + ADA | 2.625 | No | Training Generative Adversarial Networks with Li... | 2020-06-11 | Code |
| 2 | ReACGAN + DiffAug | 3.175 | No | Rebooting ACGAN: Auxiliary Classifier GANs with ... | 2021-11-01 | Code |
| 3 | BigGAN + DiffAug | 4.055 | No | Large Scale GAN Training for High Fidelity Natur... | 2018-09-28 | Code |
| 4 | StyleGAN2 | 4.491 | No | Analyzing and Improving the Image Quality of Sty... | 2019-12-03 | Code |
| 5 | BigGAN + CR | 4.647 | No | Consistency Regularization for Generative Advers... | 2019-10-26 | - |
| 6 | Projected GAN | 11.837 | No | Projected GANs Converge Faster | 2021-11-01 | Code |