MAXIM: Multi-Axis MLP for Image Processing

Benchmark Model Rank Results
deblurring-on-basedMAXIM (REDS)#5Subjective: 1.0081SSIM: 0.94959VMAF: 67.3502LPIPS: 0.07836
deblurring-on-basedMAXIM (GoPro)#9Subjective: 0.2070SSIM: 0.94386PSNR: 31.36344VMAF: 67.7557
deblurring-on-based-1MAXIM (REDS)#4PSNR: 30.65728
deblurring-on-goproMAXIM-3S#27PSNR: 32.86
deblurring-on-hide-trained-on-goproMAXIM#1PSNR (sRGB): 32.83SSIM (sRGB): 0.956Params (M): 22.2
deblurring-on-realblur-j-1MAXIM#8PSNR (sRGB): 32.84SSIM (sRGB): 0.935Params(M): 22.2
deblurring-on-realblur-j-trained-on-goproMAXIM#8PSNR (sRGB): 28.83SSIM (sRGB): 0.875
deblurring-on-realblur-rMAXIM#13PSNR (sRGB): 39.45
deblurring-on-realblur-rMAXIM-3S#17SSIM (sRGB): 0.961
deblurring-on-realblur-r-trained-on-goproMAXIM#10PSNR (sRGB): 35.78
image-deblurring-on-goproMAXIM-3S#28PSNR: 32.86
image-deblurring-on-hideMAXIM-3S#5SSIM: 0.956
image-dehazing-on-sots-indoorMAXIM-2S#19PSNR: 38.11
image-dehazing-on-sots-outdoorMAXIM-2S#20PSNR: 34.19
image-denoising-on-dndMAXIM-3S#8PSNR (sRGB): 39.84SSIM (sRGB): 0.954
image-denoising-on-siddMAXIM-3S#8PSNR (sRGB): 39.96SSIM (sRGB): 0.960
low-light-image-enhancement-on-lolMAXIM#30Average PSNR: 23.43SSIM: 0.863
photo-retouching-on-mit-adobe-5kMAXIM#1PSNR: 26.15SSIM: 0.945
single-image-deraining-on-rain100hMAXIM#15SSIM: 0.903
single-image-deraining-on-rain100lMAXIM#15SSIM: 0.977
single-image-deraining-on-test100MAXIM#4PSNR: 31.17SSIM: 0.922
single-image-deraining-on-test1200MAXIM#10SSIM: 0.922
single-image-deraining-on-test2800MAXIM#4PSNR: 33.80