DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better

Benchmark Model Rank Results
blind-face-restoration-on-celeba-testDeblurGANv2*#3LPIPS: 40.01FID: 52.69NIQE: 4.917Deg.: 39.64PSNR: 25.91
deblurring-on-basedDeblurGAN Inception#4Subjective: 1.0375
deblurring-on-based-1DeblurGAN Inception#2PSNR: 31.17171VMAF: 66.91781ERQAv2.0: 0.74297LPIPS: 0.08867
deblurring-on-goproDeblurGAN-v2#43PSNR: 29.55SSIM: 0.934
deblurring-on-goproDeblurGANv2-MobileNet#47PSNR: 28.17SSIM: 0.925
deblurring-on-goproDeblurGANv2-MobileNet-DSC#48PSNR: 28.03SSIM: 0.922
deblurring-on-realblur-j-1DeblurGAN-v2#17PSNR (sRGB): 29.69SSIM (sRGB): 0.870Params(M): 5.08
deblurring-on-realblur-j-trained-on-goproDeblurGAN-v2#10PSNR (sRGB): 28.70SSIM (sRGB): 0.866
deblurring-on-realblur-rDeblurGAN-v2#16PSNR (sRGB): 36.44SSIM (sRGB): 0.935
deblurring-on-realblur-r-trained-on-goproDeblurGAN-v2#14SSIM (sRGB): 0.944
image-deblurring-on-goproDeblurGAN-v2#40PSNR: 29.55SSIM: 0.925Params (M): 5.08
image-deblurring-on-goproDeblurGANv2-MobileNet#43PSNR: 28.17
image-deblurring-on-goproDeblurGANv2-MobileNet-DSC#44PSNR: 28.03SSIM: 0.922