Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining

Benchmark Model Rank Results
image-super-resolution-on-bsd100-2x-upscalingCSNLN#14PSNR: 32.4SSIM: 0.9024
image-super-resolution-on-bsd100-3x-upscalingCSNLN#9PSNR: 29.33SSIM: 0.8105
image-super-resolution-on-bsd100-4x-upscalingCSNLN#16PSNR: 27.8SSIM: 0.7439
image-super-resolution-on-manga109-2xCSNLN#10PSNR: 39.37SSIM: 0.9785
image-super-resolution-on-manga109-3xCSNLN#8PSNR: 34.45SSIM: 0.9502
image-super-resolution-on-manga109-4xCSNLN#23SSIM: 0.9201PSNR: 31.43
image-super-resolution-on-set14-2x-upscalingCSNLN#12PSNR: 34.12SSIM: 0.9223
image-super-resolution-on-set14-3x-upscalingCSNLN#10PSNR: 30.66SSIM: 0.8482
image-super-resolution-on-set14-4x-upscalingCSNLN#31PSNR: 28.95SSIM: 0.7888
image-super-resolution-on-set5-2x-upscalingCSNLN#14PSNR: 38.28SSIM: 0.9616
image-super-resolution-on-set5-3x-upscalingCSNLN#12PSNR: 34.74SSIM: 0.9300
image-super-resolution-on-urban100-2xCSNLN#11PSNR: 33.25SSIM: 0.9386
image-super-resolution-on-urban100-3xCSNLN#10PSNR: 29.13SSIM: 0.8712
image-super-resolution-on-urban100-4xCSNLN#16PSNR: 27.22SSIM: 0.8168