Enhanced Deep Residual Networks for Single Image Super-Resolution

Benchmark Model Rank Results
image-super-resolution-on-bsd100-4x-upscalingEDSR#25PSNR: 27.71SSIM: 0.7420
image-super-resolution-on-div2k-val-4xEDSR#12PSNR: 29.25SSIM: 0.9017
image-super-resolution-on-ffhq-1024-x-1024-4xEDSR#3FID: 15.54MS-SSIM: 0.933PSNR: 28.34SSIM: 0.827
image-super-resolution-on-ffhq-256-x-256-4xEDSR#4FID: 129.14MS-SSIM: 0.901PSNR: 22.47SSIM: 0.706
image-super-resolution-on-ffhq-512-x-512-4xEDSR#2PSNR: 30.188SSIM: 0.824MS-SSIM: 0.961LLE: 2.003FED: 0.0843
image-super-resolution-on-manga109-4xEDSR#32SSIM: 0.9148PSNR: 31.02
image-super-resolution-on-set14-4x-upscalingEDSR#43PSNR: 28.80SSIM: 0.7876
image-super-resolution-on-set5-4x-upscalingEDSR#5PSNR: 32.46SSIM: 0.8968
image-super-resolution-on-urban100-4xEDSR#28PSNR: 26.64SSIM: 0.8033
spectral-reconstruction-on-arad-1kEDSR#8PSNR: 28.29MRAE: 0.3277RMSE: 0.0437