Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network

Benchmark Model Rank Results
image-super-resolution-on-bsd100-4x-upscalingESPCN#48PSNR: 27.02SSIM: 0.7442MOS: 2.01
image-super-resolution-on-set14-4x-upscalingESPCN#75PSNR: 27.66SSIM: 0.8004MOS: 2.52
video-super-resolution-on-msu-video-upscalersESPCN#19SSIM: 0.926PSNR: 26.25VMAF: 47.19
video-super-resolution-on-msu-vsr-benchmarkESPCN#29Subjective score: 2.099ERQAv1.0: 0.5211 - LPIPS: 0.765SSIM: 0.811
video-super-resolution-on-vid4-4x-upscalingESPCN#18SSIM: 0.7394PSNR: 25.06MOVIE: 6.54