Blind Face Restoration On Celeba Test
Métriques
FID
IDS
LPIPS
PSNR
SSIM
Résultats
Résultats de performance de divers modèles sur ce benchmark
Tableau comparatif
| Nom du modèle | FID | IDS | LPIPS | PSNR | SSIM |
|---|---|---|---|---|---|
| diffbir-towards-blind-image-restoration-with | 59.06 | 51 | 45.73 | 21.7509 | 0.5971 |
| binary-diffusion-probabilistic-model | 12.93 | - | 29.3 | 24.58 | 0.742 |
| difface-blind-face-restoration-with-diffused | 64.65 | 86.21 | 55.4 | 23.15 | 0.629 |
| posterior-mean-rectified-flow-towards-minimum | 37.46 | - | - | 26.37 | 0.7073 |
| difface-blind-face-restoration-with-diffused | 46.99 | 66.76 | 49.5 | 22.18 | 0.631 |
| progressive-semantic-aware-style | 47.59 | - | 42.4 | 24.71 | 0.6557 |
| difface-blind-face-restoration-with-diffused | 52.14 | 68.14 | 50 | 22.74 | 0.63 |
| difface-blind-face-restoration-with-diffused | 60.3 | 67.13 | 46.9 | 23.41 | 0.666 |
| deblurgan-v2-deblurring-orders-of-magnitude | 52.69 | - | 40.01 | 25.91 | 0.6952 |
| difface-blind-face-restoration-with-diffused | 38.43 | 62.39 | 43.5 | 24.08 | 0.703 |
| difface-blind-face-restoration-with-diffused | 45.84 | 65.87 | 47.1 | 21.94 | 0.585 |
| towards-real-world-blind-face-restoration | 42.62 | - | 36.46 | 25.08 | 0.6777 |
| towards-robust-blind-face-restoration-with | 60.62 | 60 | 29.9 | 22.18 | 0.61 |
| difface-blind-face-restoration-with-diffused | 48.33 | 74.97 | 50.8 | 22.14 | 0.682 |
| image-processing-using-multi-code-gan-prior | 82.27 | - | 45.84 | 24.30 | 0.6758 |
| hifacegan-face-renovation-via-collaborative | 66.09 | - | 47.7 | 24.92 | 0.6195 |