Paper | Code | FID | Clean-FID (trainfull) | ModelName | ReleaseDate |
---|---|---|---|---|---|
Ensembling Off-the-shelf Models for GAN Training | ✓ Link | 2.15 | 2.11 | Vision-aided GAN | 2021-12-16 |
Projected GANs Converge Faster | ✓ Link | 2.17 | Projected GAN | 2021-11-01 | |
Diffusion Models Beat GANs on Image Synthesis | ✓ Link | 2.57 | ADM (dropout) | 2021-05-11 | |
Analyzing and Improving the Image Quality of StyleGAN | ✓ Link | 3.43 | 4.06 ± 0.03 | StyleGAN2 | 2019-12-03 |
A Style-Based Generator Architecture for Generative Adversarial Networks | ✓ Link | 4.78 ± 0.03 | StyleGAN | 2018-12-12 | |
Progressive Growing of GANs for Improved Quality, Stability, and Variation | ✓ Link | 14.09 ± 0.06 | PGGAN | 2017-10-27 |