Upscale-A-Video: Temporal-Consistent Diffusion Model for Real-World Video Super-Resolution

Benchmark Model Rank Results
video-super-resolution-on-spmcs-4x-realbasicvsr-degradationUpscale-A-Video#1PSNR: 25.32SSIM: 0.741LPIPS: 0.222
video-super-resolution-on-videolqUpscale-A-Video#1MUSIQ: 57.99CLIP-IQA: 0.530
video-super-resolution-on-youhq40Upscale-A-Video#1PSNR: 25.83LPIPS: 0.268SSIM: 0.733E_warp: 0.737