DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration

Open paper
Benchmark Model Rank Results
deblurring-on-hide-trained-on-goproDiNAT-IR–PSNR (sRGB): 31.57SSIM (sRGB): 0.945
image-deblurring-on-goproDiNAT-IR–PSNR: 33.80SSIM: 0.967
image-denoising-on-siddDiNAT-IR–PSNR (sRGB): 39.89SSIM (sRGB): 0.960
single-image-deraining-on-rain100hDiNAT-IR–PSNR: 31.26SSIM: 0.903
single-image-deraining-on-rain100lDiNAT-IR–PSNR: 38.93SSIM: 0.977
single-image-deraining-on-test100DiNAT-IR–PSNR: 31.22SSIM: 0.920
single-image-deraining-on-test1200DiNAT-IR–PSNR: 32.31SSIM: 0.923
single-image-deraining-on-test2800DiNAT-IR–PSNR: 33.91SSIM: 0.943

Rank counts only results with a code link.