Video Super-Resolution on RealVSR
22.43PSNRChopGrad
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ChopGrad2026.03 | 22.43 | 0.7193 | 0.1934 | — | — | — | — | 0.0944 | — | |
| DOVE2026.03 | 22.32 | 0.7301 | 0.185 | 71.69 | 0.5207 | 0.7929 | 0.615 | — | — | |
| DOVE2026.03 | 22.32 | 0.7301 | 0.1851 | — | — | — | — | 0.0978 | — | |
| SeedVR2Model Scale=7B2026.03 | 22.13 | 0.7189 | 0.1998 | 63.92 | 0.2853 | 0.7284 | 0.5241 | — | — | |
| RealBasicVSR2026.03 | 22.12 | 0.7163 | 0.187 | — | — | — | — | 0.0983 | — | |
| MGLD-VSRVenue=ECCV 20242025.09 | 22.08 | 0.6805 | 0.2241 | — | 0.4109 | — | 0.7354 | — | 3.03 | |
| MGLD-VSR2026.03 | 22.02 | 0.6774 | 0.2182 | — | — | — | — | 0.1169 | — | |
| SparkVSRReference Type=None2026.03 | 22 | 0.7222 | 0.1809 | 71.84 | 0.5407 | 0.7861 | 0.618 | — | — | |
| RealBasicVSRVenue=CVPR 20222025.09 | 22 | 0.7166 | 0.2036 | — | 0.3538 | — | 0.7384 | — | 4.72 | |
| SparkVSRReference Type=Nano-Banana-Pro2026.03 | 21.35 | 0.6982 | 0.1678 | 71.86 | 0.5575 | 0.7727 | 0.5988 | — | — | |
| SeedVR2Model Scale=3B2026.03 | 21.21 | 0.701 | 0.2168 | 64.71 | 0.3013 | 0.7287 | 0.5486 | — | — | |
| OASISVenue=20252025.09 | 21.14 | 0.6212 | 0.2018 | — | 0.4357 | — | 0.78 | — | 2.63 | |
| RealESRGAN2026.03 | 20.85 | 0.7105 | 0.2016 | — | — | — | — | 0.1279 | — | |
| ResShift2026.03 | 20.81 | 0.6277 | 0.2312 | — | — | — | — | 0.1435 | — | |
| Upscale-A-VideoVenue=CVPR 20242025.09 | 20.74 | 0.5681 | 0.4163 | — | 0.2134 | — | 0.3587 | — | 1 | |
| SeedVRVenue=ICCV 20252025.09 | 20.44 | 0.6792 | 0.2416 | — | 0.2924 | — | 0.6747 | — | 3.62 | |
| Upscale-A-Video2026.03 | 20.29 | 0.5945 | 0.2671 | — | — | — | — | 0.1425 | — | |
| SeedVR2Venue=arXiv 20252025.09 | 20.2 | 0.6977 | 0.2197 | — | 0.2887 | — | 0.7209 | — | 4.77 | |
| FlashVSRModel Scale=Tiny2026.03 | 19.84 | 0.5613 | 0.2367 | 68.02 | 0.3454 | 0.7514 | 0.5278 | — | — | |
| SparkVSRReference Type=PiSA-SR2026.03 | 19.72 | 0.6183 | 0.2165 | 75.44 | 0.6216 | 0.7946 | 0.6399 | — | — | |
| SparkVSR2026.05 | 19.72 | 0.6183 | 0.2165 | — | — | — | — | — | — | |
| FlashVSRModel Scale=Full2026.03 | 19.62 | 0.5561 | 0.2316 | 71.12 | 0.3927 | 0.7501 | 0.527 | — | — | |
| SmartDirector2026.05 | 18.44 | 0.6033 | 0.1462 | — | — | — | — | — | — | |
| STAR2026.03 | 17.43 | 0.5215 | 0.2943 | — | — | — | — | 0.1599 | — | |
| STARVenue=ICCV 20252025.09 | 17.43 | 0.5215 | 0.2943 | — | 0.3641 | — | 0.7051 | — | 9.88 | |
| STAR2026.03 | 17.3 | 0.5253 | 0.3268 | 68.61 | 0.3377 | 0.7184 | 0.5672 | — | — | |
| VEnhancer2026.03 | 15.75 | 0.4002 | 0.3784 | — | — | — | — | 0.1688 | — | |
| VEnhancerVenue=arXiv 20242025.09 | 15.75 | 0.4002 | 0.3784 | — | 0.388 | — | 0.7637 | — | 5.15 |