Fast and Accurate Image Restoration with Rank Enhanced Linear Attention

Benchmark Model Rank Results
image-dehazing-on-dense-hazeLAformer-T#5PSNR: 17.14SSIM: 0.565
image-dehazing-on-sots-outdoorLAformer-T#11PSNR: 38.51SSIM: 0.995
image-dehazing-on-sots-indoorLAformer-T#20PSNR: 41.17SSIM: 0.996
deblurring-on-hide-trained-on-goproLAformer-B#21PSNR (sRGB): 31.49SSIM (sRGB): 0.945
image-deblurring-on-goproLAformer-B#26PSNR: 33.4SSIM: 0.965