BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond

Benchmark Model Rank Results
video-super-resolution-on-msu-vsr-benchmarkBasicVSR#2Subjective score: 7.186ERQAv1.0: 0.751 - LPIPS: 0.934SSIM: 0.9…
video-super-resolution-on-vimeo-90k-t-4x-upscaling-bd-degradationIconVSR#5PSNR: 37.84SSIM: 0.9524
video-super-resolution-on-vimeo-90k-t-4x-upscaling-bd-degradationBasicVSR#6PSNR: 37.53SSIM: 0.9498
video-super-resolution-on-udm10-4x-upscalingIconVSR#6PSNR: 40.03SSIM: 0.9694
video-super-resolution-on-udm10-4x-upscalingBasicVSR#7PSNR: 39.96SSIM: 0.9694
video-deraining-on-vrdsBasicVSR#7SSIM: 0.8990PSNR: 28.35
video-super-resolution-on-vid4-4x-upscaling-bd-degradationIconVSR#7PSNR: 28.04SSIM: 0.8570
video-super-resolution-on-vid4-4x-upscaling-bd-degradationBasicVSR#8PSNR: 27.96SSIM: 0.8553
video-super-resolution-on-vimeo-90k-t-4x-upscaling-biIconVSR#7PSNR: 37.47SSIM: 0.9476
video-super-resolution-on-vimeo-90k-t-4x-upscaling-biBasicVSR#8PSNR: 37.18SSIM: 0.9450
video-super-resolution-on-reds4-4x-upscaling-bi-degradationIconVSR#8PSNR: 31.67SSIM: 0.8948
video-super-resolution-on-reds4-4x-upscaling-bi-degradationBasicVSR#9PSNR: 31.42SSIM: 0.8909
video-super-resolution-on-vid4-4x-upscalingIconVSR#12SSIM: 0.8279PSNR: 27.39
video-super-resolution-on-vid4-4x-upscalingBasicVSR#14SSIM: 0.8251PSNR: 27.24
video-super-resolution-on-msu-super-resolution-for-video-compressionBasicVSR + x264#20BSQ-rate over Subjective Score: 1.49BSQ-rate over ERQA: 1.659…
video-super-resolution-on-msu-super-resolution-for-video-compressionBasicVSR + x265#25BSQ-rate over Subjective Score: 2.238BSQ-rate over ERQA: 8.921…
video-super-resolution-on-msu-super-resolution-for-video-compressionBasicVSR + vvenc#30BSQ-rate over Subjective Score: 2.659BSQ-rate over ERQA: 18.333…
video-super-resolution-on-msu-super-resolution-for-video-compressionBasicVSR + aomenc#31BSQ-rate over Subjective Score: 2.673BSQ-rate over ERQA: 14.568…
video-super-resolution-on-msu-super-resolution-for-video-compressionBasicVSR + uavs3e#34BSQ-rate over Subjective Score: 2.724BSQ-rate over ERQA: 8.251…