Paper | Code | clean-KID | clean-FID | FID | MAE Signature | MAE log-signature | RMSE Signature | RMSE log-signature | ModelName | ReleaseDate |
---|---|---|---|---|---|---|---|---|---|---|
Ensembling Off-the-shelf Models for GAN Training | ✓ Link | 0.38 ± .02 | 2.35 ± .02 | 2.25 | Vision-aided GAN | 2021-12-16 | ||||
Training Generative Adversarial Networks with Limited Data | ✓ Link | 0.44 ± .01 | 3.00 ± .01 | 3.05 | StyleGAN2-ADA | 2020-06-11 | ||||
Diffusion-GAN: Training GANs with Diffusion | ✓ Link | 1.51 | Diffusion InsGen | 2022-06-05 | ||||||
Projected GANs Converge Faster | ✓ Link | 2.17 | Projected GAN | 2021-11-01 | ||||||
Signature and Log-signature for the Study of Empirical Distributions Generated with GANs | ✓ Link | 25578 | 20359 | 33306 | 26622 | Stylegan2-ada (NVIDIA pre-trained) | 2022-03-07 |