Video Super-Resolution on VideoLQ (NIQE, MUSIQ, CLIP-IQA, DOVER, E*warp)
59.24MUSIQDUO-VSR
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DUO-VSRStep=1, Time (s)=11.3, Params (B)=1.32026.03 | 59.24 | 4.08 | 0.3925 | 69.71 | 3.67 | |
| DLoRALStep=1, Time (s)=76.6, Params (B)=0.92026.03 | 59.08 | 5.17 | 0.4068 | 69.29 | 4.46 | |
| InfVSRConference=Ours2025.10 | 56.26 | — | 0.4454 | 0.7556 | 7.52 | |
| RealBasicVSRConference=CVPR 20222025.10 | 55.62 | — | 0.3433 | 0.7388 | 5.97 | |
| SeedVR2-7BStep=1, Time (s)=89.7, Params (B)=8.22026.03 | 55.45 | 4.63 | 0.3387 | 59.56 | 4.08 | |
| Upscale-A-VideoConference=CVPR 20242025.10 | 55.04 | — | 0.4132 | 0.737 | 13.47 | |
| SeedVRConference=CVPR 20252025.10 | 54.41 | — | 0.371 | 0.7435 | 9.27 | |
| RealViFormerConference=ECCV 20242025.10 | 52.18 | — | 0.3553 | 0.6955 | 4.47 | |
| UAVStep=30, Time (s)=382.1, Params (B)=0.72026.03 | 51.47 | 4.77 | 0.346 | 62.57 | 4.82 | |
| DOVEStep=1, Time (s)=66.7, Params (B)=5.62026.03 | 51.25 | 4.43 | 0.3209 | 69.36 | 3.91 | |
| MGLD-VSRConference=ECCV 20242025.10 | 51 | — | 0.3465 | 0.7421 | 6.79 | |
| MGLDStep=50, Time (s)=956.7, Params (B)=1.42026.03 | 50.87 | 4.78 | 0.3633 | 65.36 | 4.1 | |
| RealViformer2026.03 | 49.2 | 5.52 | 0.3221 | 61.09 | 5.03 | |
| VEnhancerStep=15, Time (s)=404.5, Params (B)=2.02026.03 | 46.21 | 5.38 | 0.3106 | 58.87 | 4.93 | |
| STARStep=15, Time (s)=200.4, Params (B)=2.02026.03 | 45.9 | 5.16 | 0.2753 | 63.43 | 4.29 | |
| STARConference=ICCV 20252025.10 | 39.66 | — | 0.2652 | 0.708 | 5.96 | |
| SeedVR2Conference=ICLR 20262025.10 | 39.1 | — | 0.2359 | 0.6799 | 8.34 |