MaIR: A Locality- and Continuity-Preserving Mamba for Image Restoration

Open paper
Benchmark Model Rank Results
image-deblurring-on-goproMaIR#15PSNR: 33.69
image-dehazing-on-sots-indoorMaIR#16PSNR: 39.45SSIM: 0.997
image-dehazing-on-sots-outdoorMaIR#13PSNR: 36.96SSIM: 0.991
image-denoising-on-urban100-sigma15MaIR+#3PSNR: 35.42
image-denoising-on-urban100-sigma15MaIR#4PSNR: 35.35
image-denoising-on-urban100-sigma50MaIR+#1PSNR: 30.41
image-denoising-on-urban100-sigma50MaIR#2PSNR: 30.3
image-super-resolution-on-manga109-4xMaIR+#10SSIM: 0.9297PSNR: 32.66
image-super-resolution-on-manga109-4xMaIR#13SSIM: 0.9284PSNR: 32.46
image-super-resolution-on-set14-2x-upscalingMaIR#8PSNR: 34.75SSIM: 0.9268
image-super-resolution-on-set14-4x-upscalingMaIR+#12PSNR: 29.28SSIM: 0.7974
image-super-resolution-on-set14-4x-upscalingMaIR#17PSNR: 29.2SSIM: 0.7958
image-super-resolution-on-set5-2x-upscalingMaIR+#9PSNR: 38.62SSIM: 0.963
image-super-resolution-on-set5-2x-upscalingMaIR#10PSNR: 38.56SSIM: 0.9628
image-super-resolution-on-set5-4x-upscalingMaIR+#3PSNR: 33.14SSIM: 0.9058
image-super-resolution-on-set5-4x-upscalingMaIR#4PSNR: 32.93SSIM: 0.9045
image-super-resolution-on-urban100-4xMaIR+#10PSNR: 27.89SSIM: 0.8336
image-super-resolution-on-urban100-4xMaIR#11PSNR: 27.71SSIM: 0.8305

Rank counts only results with a code link.