Intriguing Findings of Frequency Selection for Image Deblurring

Benchmark Model Rank Results
deblurring-on-msu-basedDeeprft (GoPro)#6Subjective: 0.5354SSIM: 0.94484PSNR: 31.57612VMAF: 66.55057…
deblurring-on-msu-basedDeeprft (REDS)#7Subjective: 0.4622SSIM: 0.94479PSNR: 31.32349VMAF: 66.46811…
deblurring-on-realblur-r-trained-on-goproDeepRFT#6PSNR (sRGB): 36.11SSIM (sRGB): 0.955
deblurring-on-realblur-j-trained-on-goproDeepRFT+#8PSNR (sRGB): 28.88SSIM (sRGB): 0.880
deblurring-on-hide-trained-on-goproDeepRFT+#11PSNR (sRGB): 31.66SSIM (sRGB): 0.946
deblurring-on-realblur-jDeepRFT+#14PSNR (sRGB): 32.63SSIM (sRGB): 0.933
deblurring-on-realblur-rDeepRFT+#14PSNR (sRGB): 40.01SSIM (sRGB): 0.973
deblurring-on-goproDeepRFT+#16PSNR: 33.52SSIM: 0.965
image-deblurring-on-goproDeepRFT+#24PSNR: 33.52SSIM: 0.965