MAXIM: Multi-Axis MLP for Image Processing

Benchmark Model Rank Results
deblurring-on-hide-trained-on-goproMAXIM#1PSNR (sRGB): 32.83SSIM (sRGB): 0.956Params (M): 22.2
photo-retouching-on-mit-adobe-5kMAXIM#1PSNR: 26.15SSIM: 0.945
deblurring-on-basedMAXIM (REDS)#4PSNR: 30.65728
single-image-deraining-on-test100MAXIM#4PSNR: 31.17SSIM: 0.922
single-image-deraining-on-test2800MAXIM#4PSNR: 33.80
deblurring-on-msu-basedMAXIM (REDS)#5Subjective: 1.0081SSIM: 0.94959VMAF: 67.3502LPIPS: 0.07836…
deblurring-on-msu-basedMAXIM (GoPro)#9Subjective: 0.2070SSIM: 0.94386PSNR: 31.36344VMAF: 67.7557…
image-deblurring-on-hideMAXIM-3S#5SSIM: 0.956
deblurring-on-realblur-j-trained-on-goproMAXIM#10PSNR (sRGB): 28.83SSIM (sRGB): 0.875
image-denoising-on-dndMAXIM-3S#10PSNR (sRGB): 39.84SSIM (sRGB): 0.954
image-denoising-on-siddMAXIM-3S#10PSNR (sRGB): 39.96SSIM (sRGB): 0.960
single-image-deraining-on-test1200MAXIM#10SSIM: 0.922
deblurring-on-realblur-r-trained-on-goproMAXIM#11PSNR (sRGB): 35.78
deblurring-on-realblur-jMAXIM#13PSNR (sRGB): 32.84SSIM (sRGB): 0.935Params(M): 22.2
single-image-deraining-on-rain100hMAXIM#15SSIM: 0.903
single-image-deraining-on-rain100lMAXIM#17SSIM: 0.977
deblurring-on-realblur-rMAXIM#18PSNR (sRGB): 39.45
deblurring-on-realblur-rMAXIM-3S#22SSIM (sRGB): 0.961
image-dehazing-on-sots-outdoorMAXIM-2S#25PSNR: 34.19
deblurring-on-goproMAXIM-3S#28PSNR: 32.86
image-dehazing-on-sots-indoorMAXIM-2S#28PSNR: 38.11
low-light-image-enhancement-on-lolMAXIM#32Average PSNR: 23.43SSIM: 0.863
image-deblurring-on-goproMAXIM-3S#41PSNR: 32.86