Super-Resolution on FFHQ 512 x 512 - 4x upscaling
Metric: LPIPS (lower is better)
Metric: LPIPS (lower is better)
| # | Model↕ | LPIPS▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | HiFaceGAN | 0.0723 | No | HiFaceGAN: Face Renovation via Collaborative Sup... | 2020-05-11 | Code |
| 2 | ESRGAN | 0.1221 | No | ESRGAN: Enhanced Super-Resolution Generative Adv... | 2018-09-01 | Code |
| 3 | SRGAN | 0.1313 | No | Photo-Realistic Single Image Super-Resolution Us... | 2016-09-15 | Code |
| 4 | Super-FAN | 0.2357 | No | Super-FAN: Integrated facial landmark localizati... | 2017-12-07 | - |
| 5 | SRFBN | 0.2406 | No | Feedback Network for Image Super-Resolution | 2019-03-23 | Code |
| 6 | WaveletCNN | 0.2443 | No | - | - | - |
| 7 | EDSR | 0.2475 | No | Enhanced Deep Residual Networks for Single Image... | 2017-07-10 | Code |