Blind Face Restoration on CelebA-HQ
FID 낮을수록 좋음
- 2021-05-13 — GPEN: FID 31.72
| Rank | Model | FID | LPIPS | PSNR | Paper | Code | Year |
|---|---|---|---|---|---|---|---|
| 1 | GPEN | 31.72 | 0.346 | 20.80 | GAN Prior Embedded Network for Blind Face Restoration in the Wild | yangxy/GPEN · woctezuma/SimSwap-colab · bitcjm/GPEN_REPO | 2021 |
| 2 | HiFaceGAN | 56.67 | 0.392 | 21.33 | GAN Prior Embedded Network for Blind Face Restoration in the Wild | yangxy/GPEN · woctezuma/SimSwap-colab · bitcjm/GPEN_REPO | 2021 |
| 3 | Pix2PixHD | 76.89 | 0.494 | 20.45 | GAN Prior Embedded Network for Blind Face Restoration in the Wild | yangxy/GPEN · woctezuma/SimSwap-colab · bitcjm/GPEN_REPO | 2021 |
| 4 | GFRNet | 134.92 | 0.597 | 21.70 | GAN Prior Embedded Network for Blind Face Restoration in the Wild | yangxy/GPEN · woctezuma/SimSwap-colab · bitcjm/GPEN_REPO | 2021 |
| 5 | GWAInet | 135.84 | 0.569 | 19.84 | GAN Prior Embedded Network for Blind Face Restoration in the Wild | yangxy/GPEN · woctezuma/SimSwap-colab · bitcjm/GPEN_REPO | 2021 |
| 6 | Super-FAN | 136.83 | 0.616 | 21.56 | GAN Prior Embedded Network for Blind Face Restoration in the Wild | yangxy/GPEN · woctezuma/SimSwap-colab · bitcjm/GPEN_REPO | 2021 |