Kuaishou Audio & Video Technology
Jun 9, 2026 · Artificial Intelligence
CVPR NTIRE 2026 UGC Short‑Video Restoration Challenge: Winning Solutions and Highlights
The CVPR NTIRE 2026 challenge introduced the KwaiVIR benchmark for real‑world UGC short‑video degradation, attracted 95 registered teams with 12 final submissions from 14 universities and 5 companies, evaluated on subjective human scores and objective metrics (PSNR, SSIM, LPIPS, MUSIQ, WarpError), and saw RedMediaTech achieve the top overall performance with a subjective score of 3.8525 and the best objective results (PSNR 30.7610, SSIM 0.8504, LPIPS 0.1910), while detailed analyses of the leading three methods reveal diverse two‑stage diffusion and generative pipelines.
CVPRNTIREUGC video
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