DifFace: Blind Face Restoration with Diffused Error Contraction

Benchmark Model Rank Results
blind-face-restoration-on-celeba-testDifFace#5LPIPS: 43.5FID: 38.43PSNR: 24.08SSIM: 0.703IDS: 62.39
blind-face-restoration-on-celeba-testGLEAN#8LPIPS: 46.9FID: 60.3PSNR: 23.41SSIM: 0.666IDS: 67.13
blind-face-restoration-on-celeba-testVQFR#9LPIPS: 47.1FID: 45.84PSNR: 21.94SSIM: 0.585IDS: 65.87
blind-face-restoration-on-celeba-testGFPGAN#11LPIPS: 49.5FID: 46.99PSNR: 22.18SSIM: 0.631IDS: 66.76
blind-face-restoration-on-celeba-testPSFRGAN#12LPIPS: 50FID: 52.14PSNR: 22.74SSIM: 0.63IDS: 68.14
blind-face-restoration-on-celeba-testPULSE#13LPIPS: 50.8FID: 48.33PSNR: 22.14SSIM: 0.682IDS: 74.97
blind-face-restoration-on-celeba-testDFDNet#14LPIPS: 55.4FID: 64.65PSNR: 23.15SSIM: 0.629IDS: 86.21