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

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Benchmark Model Rank Results
image-super-resolution-on-bsd100-2x-upscalingSwinOIR#15PSNR: 32.34SSIM: 0.9022
image-super-resolution-on-bsd100-3x-upscalingSwinOIR#10PSNR: 29.27SSIM: 0.8111
image-super-resolution-on-bsd100-4x-upscalingSwinOIR#20PSNR: 27.76SSIM: 0.7441
image-super-resolution-on-set14-2x-upscalingSwinOIR#14PSNR: 33.97SSIM: 0.922
image-super-resolution-on-set14-3x-upscalingSwinOIR#11PSNR: 30.65SSIM: 0.8493
image-super-resolution-on-set14-4x-upscalingSwinOIR#34PSNR: 28.92SSIM: 0.7892
image-super-resolution-on-set5-2x-upscalingSwinOIR#15PSNR: 38.21SSIM: 0.9614
image-super-resolution-on-set5-3x-upscalingSwinOIR#15PSNR: 34.69SSIM: 0.9296
image-super-resolution-on-urban100-2xSwinOIR#16PSNR: 32.83SSIM: 0.9353
image-super-resolution-on-urban100-3xSwinOIR#12PSNR: 28.87SSIM: 0.8674
image-super-resolution-on-urban100-4xSwinOIR#25PSNR: 26.74SSIM: 0.806

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