Metric: FID (lower is better)
| # | Model↕ | FID▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | CoCosNet | 42.4 | No | Cross-domain Correspondence Learning for Exempla... | 2020-04-12 | Code |
| 2 | DP-GAN | 45.8 | No | Dual Pyramid Generative Adversarial Networks for... | 2022-10-08 | Code |
| 3 | OASIS | 48.6 | No | You Only Need Adversarial Supervision for Semant... | 2020-12-08 | Code |
| 4 | SPADE | 63.3 | No | Semantic Image Synthesis with Spatially-Adaptive... | 2019-03-18 | Code |
| 5 | SIMS | 67.7 | No | Semi-parametric Image Synthesis | 2018-04-29 | Code |
| 6 | pix2pixHD | 97.8 | No | High-Resolution Image Synthesis and Semantic Man... | 2017-11-30 | Code |
| 7 | CRN | 99 | No | Photographic Image Synthesis with Cascaded Refin... | 2017-07-28 | - |