Metric: FID (lower is better)
| # | Model↕ | FID▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Anycost GAN | 2.77 | No | Anycost GANs for Interactive Image Synthesis and... | 2021-03-04 | Code |
| 2 | StyleGAN2 | 2.84 | No | Analyzing and Improving the Image Quality of Sty... | 2019-12-03 | Code |
| 3 | StyleGAN (no instance norm) | 4.16 | No | Improved Precision and Recall Metric for Assessi... | 2019-04-15 | Code |
| 4 | StyleGAN | 4.42 | No | A Style-Based Generator Architecture for Generat... | 2018-12-12 | Code |
| 5 | StyleSwin | 5.07 | No | StyleSwin: Transformer-based GAN for High-resolu... | 2021-12-20 | Code |
| 6 | HiT-B | 6.37 | No | Improved Transformer for High-Resolution GANs | 2021-06-14 | Code |