Real-Time Super-Resolution System of 4K-Video Based on Deep Learning

Benchmark Model Rank Results
video-super-resolution-on-msu-super-resolution-for-video-compressionEGVSR + x264#45BSQ-rate over ERQA: 6.029BSQ-rate over VMAF: 1.519…
video-super-resolution-on-msu-super-resolution-for-video-compressionEGVSR + uavs3e#50BSQ-rate over ERQA: 10.1BSQ-rate over VMAF: 10.337…
video-super-resolution-on-msu-super-resolution-for-video-compressionEGVSR + x265#52BSQ-rate over ERQA: 12.917BSQ-rate over VMAF: 6.497…
video-super-resolution-on-msu-super-resolution-for-video-compressionEGVSR + vvenc#60BSQ-rate over ERQA: 13.684BSQ-rate over VMAF: 10.163…
video-super-resolution-on-msu-super-resolution-for-video-compressionEGVSR + aomenc#65BSQ-rate over ERQA: 16.733BSQ-rate over VMAF: 10.67…
video-super-resolution-on-msu-video-upscalers-quality-enhancementEGVSR#21SSIM: 0.929PSNR: 26.33VMAF: 60.39