Real-World Super-Resolution via Kernel Estimation and Noise Injection

Benchmark Model Rank Results
video-super-resolution-on-msu-super-resolution-for-video-compressionRealSR + x264#1BSQ-rate over Subjective Score: 0.196BSQ-rate over ERQA: 0.77…
video-super-resolution-on-msu-super-resolution-for-video-compressionRealSR + x265#6BSQ-rate over Subjective Score: 0.502BSQ-rate over ERQA: 1.622…
video-super-resolution-on-msu-super-resolution-for-video-compressionRealSR + uavs3e#7BSQ-rate over Subjective Score: 0.639BSQ-rate over ERQA: 1.943…
video-super-resolution-on-msu-super-resolution-for-video-compressionRealSR + aomenc#13BSQ-rate over Subjective Score: 0.843BSQ-rate over ERQA: 6.762…
video-super-resolution-on-msu-super-resolution-for-video-compressionRealSR + vvenc#70BSQ-rate over ERQA: 21.965BSQ-rate over VMAF: 10.67…
video-super-resolution-on-msu-video-upscalers-quality-enhancementRealSR#7LPIPS: 0.220SSIM: 0.900PSNR: 30.64
video-super-resolution-on-msu-vsr-benchmarkRealSR#17Subjective score: 5.286ERQAv1.0: 0.691 - LPIPS: 0.911SSIM: 0.767…