Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection Strategy

Benchmark Model Rank Results
image-super-resolution-on-bsd100-3x-upscalingSwinOIR#17PSNR: 29.27SSIM: 0.8111
image-super-resolution-on-set14-3x-upscalingSwinOIR#18PSNR: 30.65SSIM: 0.8493
image-super-resolution-on-urban100-3x-upscalingSwinOIR#19PSNR: 28.87SSIM: 0.8674
image-super-resolution-on-set5-3x-upscalingSwinOIR#21PSNR: 34.69SSIM: 0.9296
image-super-resolution-on-set5-2x-upscalingSwinOIR#23PSNR: 38.21SSIM: 0.9614
image-super-resolution-on-bsd100-2x-upscalingSwinOIR#24PSNR: 32.34SSIM: 0.9022
image-super-resolution-on-set14-2x-upscalingSwinOIR#24PSNR: 33.97SSIM: 0.922
image-super-resolution-on-urban100-2x-upscalingSwinOIR#27PSNR: 32.83SSIM: 0.9353
image-super-resolution-on-bsd100-4x-upscalingSwinOIR#29PSNR: 27.76SSIM: 0.7441
image-super-resolution-on-urban100-4x-upscalingSwinOIR#32PSNR: 26.74SSIM: 0.806
image-super-resolution-on-set14-4x-upscalingSwinOIR#39PSNR: 28.92SSIM: 0.7892