BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment

Benchmark Model Rank Results
video-enhancement-on-mfqe-v2BasicVSR++#1Incremental PSNR: 1.10
video-deraining-on-video-waterdrop-removalBasicVSR++#2PSNR: 32.37SSIM: 0.9792
video-super-resolution-on-reds4-4x-upscaling-bi-degradationBasicVSR++#4PSNR: 32.39SSIM: 0.9069
video-super-resolution-on-reds4-4x-upscaling-bi-degradationBasicVSR++ (S)#5PSNR: 32.24
video-super-resolution-on-udm10-4x-upscalingBasicVSR++#4PSNR: 40.72SSIM: 0.9722
video-super-resolution-on-vid4-4x-upscaling-bd-degradationBasicVSR++#4PSNR: 29.04SSIM: 0.8753
video-super-resolution-on-vimeo-90k-t-4x-upscaling-bd-degradationBasicVSR++#4PSNR: 38.21SSIM: 0.9550
analog-video-restoration-on-tapeBasicVSR++#5PSNR: 31.66SSIM: 0.916LPIPS: 0.098VMAF: 78.91
video-deraining-on-vrdsBasicVSR++#5SSIM: 0.9171PSNR: 29.75
video-super-resolution-on-vimeo-90k-t-4x-upscaling-biBasicVSR++#5PSNR: 37.79SSIM: 0.9500
video-super-resolution-on-vid4-4x-upscalingBasicVSR++#10SSIM: 0.8400PSNR: 27.79
video-super-resolution-on-msu-video-upscalers-quality-enhancementBasicVsr++RD#14LPIPS: 0.334SSIM: 0.881PSNR: 30.98