Metric: FID (lower is better)
| # | Model↕ | FID▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | StarGAN v2 | 13.73 | No | StarGAN v2: Diverse Image Synthesis for Multiple... | 2019-12-04 | Code |
| 2 | StarGAN v2 | 13.73 | No | StarGAN v2: Diverse Image Synthesis for Multiple... | 2019-12-04 | Code |
| 3 | CoCosNet | 14.3 | No | Cross-domain Correspondence Learning for Exempla... | 2020-04-12 | Code |
| 4 | PHStarGANv2 n=4 | 16.54 | No | Hypercomplex Image-to-Image Translation | 2022-05-04 | Code |
| 5 | PHStarGANv2 n=3 | 16.63 | No | Hypercomplex Image-to-Image Translation | 2022-05-04 | Code |
| 6 | PonoSPadaIN | 23.8 | No | Image-to-Image Translation with Low Resolution C... | 2021-07-23 | Code |
| 7 | EGSDE | 30.61 | No | EGSDE: Unpaired Image-to-Image Translation via E... | 2022-07-14 | Code |
| 8 | MUNIT | 31.4 | No | Multimodal Unsupervised Image-to-Image Translation | 2018-04-12 | Code |
| 9 | MSGAN | 33.1 | No | Mode Seeking Generative Adversarial Networks for... | 2019-03-13 | Code |
| 10 | DRIT | 52.1 | No | Diverse Image-to-Image Translation via Disentang... | 2018-08-02 | Code |