Metric: FID (lower is better)
| # | Model↕ | FID▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | U-Net GAN | 2.03 | No | A U-Net Based Discriminator for Generative Adver... | 2020-02-28 | Code |
| 2 | COCO-GAN | 5.74 | No | COCO-GAN: Generation by Parts via Conditional Co... | 2019-03-30 | Code |
| 3 | PA-GAN | 15.4 | No | Progressive Augmentation of GANs | 2019-01-29 | Code |
| 4 | CR+LT-SNDCGAN | 16.84 | No | LT-GAN: Self-Supervised GAN with Latent Transfor... | 2020-10-19 | - |
| 5 | CR-GAN | 16.97 | No | Consistency Regularization for Generative Advers... | 2019-10-26 | - |
| 6 | SS-GAN (sBN) | 24.36 | No | Self-Supervised GANs via Auxiliary Rotation Loss | 2018-11-27 | Code |
| 7 | QSNGAN | 29.417 | No | Quaternion Generative Adversarial Networks | 2021-04-19 | Code |