Deep Video Super-Resolution using HR Optical Flow Estimation

Benchmark Model Rank Results
video-super-resolution-on-msu-super-resolution-for-video-compressionSOF-VSR-BI + x264#16BSQ-rate over Subjective Score: 1.273BSQ-rate over ERQA: 4.981…
video-super-resolution-on-msu-super-resolution-for-video-compressionSOF-VSR-BI + x265#26BSQ-rate over Subjective Score: 2.244BSQ-rate over ERQA: 18.545…
video-super-resolution-on-msu-super-resolution-for-video-compressionSOF-VSR-BI + vvenc#35BSQ-rate over Subjective Score: 2.822BSQ-rate over ERQA: 18.844…
video-super-resolution-on-msu-super-resolution-for-video-compressionSOF-VSR-BI + aomenc#36BSQ-rate over Subjective Score: 2.84BSQ-rate over ERQA: 12.808…
video-super-resolution-on-msu-super-resolution-for-video-compressionSOF-VSR-BI + uavs3e#40BSQ-rate over Subjective Score: 3.196BSQ-rate over ERQA: 5.299…
video-super-resolution-on-msu-super-resolution-for-video-compressionSOF-VSR-BD + x264#41BSQ-rate over ERQA: 1.544BSQ-rate over VMAF: 1.213…
video-super-resolution-on-msu-super-resolution-for-video-compressionSOF-VSR-BD + uavs3e#51BSQ-rate over ERQA: 11.458BSQ-rate over VMAF: 6.596…
video-super-resolution-on-msu-super-resolution-for-video-compressionSOF-VSR-BD + x265#53BSQ-rate over ERQA: 13.098BSQ-rate over VMAF: 4.346…
video-super-resolution-on-msu-super-resolution-for-video-compressionSOF-VSR-BD + aomenc#63BSQ-rate over ERQA: 15.11BSQ-rate over VMAF: 7.464…
video-super-resolution-on-msu-super-resolution-for-video-compressionSOF-VSR-BD + vvenc#64BSQ-rate over ERQA: 15.958BSQ-rate over VMAF: 6.41…
video-super-resolution-on-msu-video-upscalers-quality-enhancementSOF-VSR#27SSIM: 0.937PSNR: 27.14VMAF: 56.45
video-super-resolution-on-msu-vsr-benchmarkSOF-VSR-BD#21Subjective score: 4.863ERQAv1.0: 0.6471 - LPIPS: 0.895SSIM: 0.831…
video-super-resolution-on-msu-vsr-benchmarkSOF-VSR-BI#22Subjective score: 4.805ERQAv1.0: 0.661 - LPIPS: 0.904SSIM: 0.872…
video-super-resolution-on-vid4-4x-upscalingSOF-VSR#16SSIM: 0.772PSNR: 26