Metric: FID (lower is better)
| # | Model↕ | FID▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | HiFaceGAN | 1.978 | No | HiFaceGAN: Face Renovation via Collaborative Sup... | 2020-05-11 | Code |
| 2 | CAGFace | 12.4 | No | Component Attention Guided Face Super-Resolution... | 2019-10-19 | Code |
| 3 | EDSR | 15.54 | No | Enhanced Deep Residual Networks for Single Image... | 2017-07-10 | Code |
| 4 | SRFBN | 17.14 | No | Feedback Network for Image Super-Resolution | 2019-03-23 | Code |
| 5 | EnhanceNet | 19.07 | No | EnhanceNet: Single Image Super-Resolution Throug... | 2016-12-23 | Code |
| 6 | FSRCNN | 23.97 | No | Accelerating the Super-Resolution Convolutional ... | 2016-08-01 | Code |
| 7 | SRCNN | 31.84 | No | Image Super-Resolution Using Deep Convolutional ... | 2014-12-31 | Code |
| 8 | SRGAN | 60.67 | No | Photo-Realistic Single Image Super-Resolution Us... | 2016-09-15 | Code |
| 9 | ESRGAN | 72.73 | No | ESRGAN: Enhanced Super-Resolution Generative Adv... | 2018-09-01 | Code |