| 1 | COMISR + aomenc | 10.67 | No | COMISR: Compression-Informed Video Super-Resolut... | 2021-05-04 | Code |
| 2 | EGVSR + aomenc | 10.67 | No | Real-Time Super-Resolution System of 4K-Video Ba... | 2021-07-12 | Code |
| 3 | RSDN + aomenc | 10.67 | No | Video Super-Resolution with Recurrent Structure-... | 2020-08-02 | Code |
| 4 | RealSR + vvenc | 10.67 | No | - | - | Code |
| 5 | EGVSR + uavs3e | 10.337 | No | Real-Time Super-Resolution System of 4K-Video Ba... | 2021-07-12 | Code |
| 6 | EGVSR + vvenc | 10.163 | No | Real-Time Super-Resolution System of 4K-Video Ba... | 2021-07-12 | Code |
| 7 | RSDN + vvenc | 10.145 | No | Video Super-Resolution with Recurrent Structure-... | 2020-08-02 | Code |
| 8 | RSDN + uavs3e | 9.796 | No | Video Super-Resolution with Recurrent Structure-... | 2020-08-02 | Code |
| 9 | COMISR + uavs3e | 9.47 | No | COMISR: Compression-Informed Video Super-Resolut... | 2021-05-04 | Code |
| 10 | bicubic + vvenc | 8.635 | No | - | - | - |
| 11 | COMISR + vvenc | 8.105 | No | COMISR: Compression-Informed Video Super-Resolut... | 2021-05-04 | Code |
| 12 | SOF-VSR-BD + aomenc | 7.464 | No | Deep Video Super-Resolution using HR Optical Flo... | 2020-01-06 | Code |
| 13 | bicubic + uavs3e | 7.026 | No | - | - | - |
| 14 | bicubic + aomenc | 6.797 | No | - | - | - |
| 15 | SOF-VSR-BD + uavs3e | 6.596 | No | Deep Video Super-Resolution using HR Optical Flo... | 2020-01-06 | Code |
| 16 | EGVSR + x265 | 6.497 | No | Real-Time Super-Resolution System of 4K-Video Ba... | 2021-07-12 | Code |
| 17 | bicubic + x265 | 6.469 | No | - | - | - |
| 18 | RSDN + x265 | 6.467 | No | Video Super-Resolution with Recurrent Structure-... | 2020-08-02 | Code |
| 19 | SOF-VSR-BD + vvenc | 6.41 | No | Deep Video Super-Resolution using HR Optical Flo... | 2020-01-06 | Code |
| 20 | COMISR + x265 | 6.363 | No | COMISR: Compression-Informed Video Super-Resolut... | 2021-05-04 | Code |
| 21 | SOF-VSR-BI + aomenc | 5.398 | No | Deep Video Super-Resolution using HR Optical Flo... | 2020-01-06 | Code |
| 22 | SOF-VSR-BI + uavs3e | 5.361 | No | Deep Video Super-Resolution using HR Optical Flo... | 2020-01-06 | Code |
| 23 | TMNet + aomenc | 4.667 | No | Temporal Modulation Network for Controllable Spa... | 2021-04-21 | Code |
| 24 | SOF-VSR-BI + vvenc | 4.527 | No | Deep Video Super-Resolution using HR Optical Flo... | 2020-01-06 | Code |
| 25 | SOF-VSR-BD + x265 | 4.346 | No | Deep Video Super-Resolution using HR Optical Flo... | 2020-01-06 | Code |
| 26 | RealSR + aomenc | 4.283 | No | - | - | Code |
| 27 | Real-ESRGAN + vvenc | 3.8 | No | Real-ESRGAN: Training Real-World Blind Super-Res... | 2021-07-22 | Code |
| 28 | SOF-VSR-BI + x265 | 3.565 | No | Deep Video Super-Resolution using HR Optical Flo... | 2020-01-06 | Code |
| 29 | TMNet + uavs3e | 3.487 | No | Temporal Modulation Network for Controllable Spa... | 2021-04-21 | Code |
| 30 | SwinIR + aomenc | 3.32 | No | SwinIR: Image Restoration Using Swin Transformer | 2021-08-23 | Code |
| 31 | amq-12 + aomenc | 2.874 | No | - | - | - |
| 32 | ahq-11 + aomenc | 2.808 | No | - | - | - |
| 33 | Real-ESRGAN + aomenc | 2.712 | No | Real-ESRGAN: Training Real-World Blind Super-Res... | 2021-07-22 | Code |
| 34 | amq-12 + uavs3e | 2.308 | No | - | - | - |
| 35 | RealSR + uavs3e | 2.253 | No | - | - | Code |
| 36 | ahq-11 + uavs3e | 2.249 | No | - | - | - |
| 37 | Real-ESRGAN + uavs3e | 2.122 | No | Real-ESRGAN: Training Real-World Blind Super-Res... | 2021-07-22 | Code |
| 38 | DBVSR + aomenc | 2.093 | No | Deep Blind Video Super-resolution | 2020-03-10 | Code |
| 39 | TMNet + x265 | 2.009 | No | Temporal Modulation Network for Controllable Spa... | 2021-04-21 | Code |
| 40 | RBPN + aomenc | 1.996 | No | Recurrent Back-Projection Network for Video Supe... | 2019-03-25 | Code |
| 41 | LGFN + aomenc | 1.99 | No | - | - | Code |
| 42 | BasicVSR + aomenc | 1.857 | No | BasicVSR: The Search for Essential Components in... | 2020-12-03 | Code |
| 43 | SwinIR + uavs3e | 1.848 | No | SwinIR: Image Restoration Using Swin Transformer | 2021-08-23 | Code |
| 44 | DBVSR + uavs3e | 1.83 | No | Deep Blind Video Super-resolution | 2020-03-10 | Code |
| 45 | TMNet + vvenc | 1.795 | No | Temporal Modulation Network for Controllable Spa... | 2021-04-21 | Code |
| 46 | VRT + aomenc | 1.733 | No | VRT: A Video Restoration Transformer | 2022-01-28 | Code |
| 47 | LGFN + vvenc | 1.626 | No | - | - | Code |
| 48 | LGFN + uavs3e | 1.625 | No | - | - | Code |
| 49 | RealSR + x265 | 1.617 | No | - | - | Code |
| 50 | amq-12 + x265 | 1.525 | No | - | - | - |
| 51 | BasicVSR + uavs3e | 1.523 | No | BasicVSR: The Search for Essential Components in... | 2020-12-03 | Code |
| 52 | EGVSR + x264 | 1.519 | No | Real-Time Super-Resolution System of 4K-Video Ba... | 2021-07-12 | Code |
| 53 | ahq-11 + x265 | 1.503 | No | - | - | - |
| 54 | RSDN + x264 | 1.5 | No | Video Super-Resolution with Recurrent Structure-... | 2020-08-02 | Code |
| 55 | Real-ESRGAN + x265 | 1.464 | No | Real-ESRGAN: Training Real-World Blind Super-Res... | 2021-07-22 | Code |
| 56 | VRT + uavs3e | 1.425 | No | VRT: A Video Restoration Transformer | 2022-01-28 | Code |
| 57 | DBVSR + x265 | 1.383 | No | Deep Blind Video Super-resolution | 2020-03-10 | Code |
| 58 | LGFN + x265 | 1.341 | No | - | - | Code |
| 59 | bicubic + x264 | 1.338 | No | - | - | - |
| 60 | RBPN + x265 | 1.324 | No | Recurrent Back-Projection Network for Video Supe... | 2019-03-25 | Code |
| 61 | SwinIR + x265 | 1.304 | No | SwinIR: Image Restoration Using Swin Transformer | 2021-08-23 | Code |
| 62 | COMISR + x264 | 1.302 | No | COMISR: Compression-Informed Video Super-Resolut... | 2021-05-04 | Code |
| 63 | BasicVSR + x265 | 1.272 | No | BasicVSR: The Search for Essential Components in... | 2020-12-03 | Code |
| 64 | VRT + x265 | 1.217 | No | VRT: A Video Restoration Transformer | 2022-01-28 | Code |
| 65 | SOF-VSR-BD + x264 | 1.213 | No | Deep Video Super-Resolution using HR Optical Flo... | 2020-01-06 | Code |
| 66 | SOF-VSR-BI + x264 | 1.083 | No | Deep Video Super-Resolution using HR Optical Flo... | 2020-01-06 | Code |
| 67 | TMNet + x264 | 1.061 | No | Temporal Modulation Network for Controllable Spa... | 2021-04-21 | Code |
| 68 | ahq-11 + vvenc | 0.917 | No | - | - | - |
| 69 | amq-12 + vvenc | 0.898 | No | - | - | - |
| 70 | SwinIR + vvenc | 0.887 | No | SwinIR: Image Restoration Using Swin Transformer | 2021-08-23 | Code |
| 71 | RealSR + x264 | 0.775 | No | - | - | Code |
| 72 | ahq-11 + x264 | 0.753 | No | - | - | - |
| 73 | DBVSR + x264 | 0.75 | No | Deep Blind Video Super-resolution | 2020-03-10 | Code |
| 74 | LGFN + x264 | 0.744 | No | - | - | Code |
| 75 | RBPN + x264 | 0.733 | No | Recurrent Back-Projection Network for Video Supe... | 2019-03-25 | Code |
| 76 | BasicVSR + x264 | 0.714 | No | BasicVSR: The Search for Essential Components in... | 2020-12-03 | Code |
| 77 | RBPN + uavs3e | 0.702 | No | Recurrent Back-Projection Network for Video Supe... | 2019-03-25 | Code |
| 78 | VRT + x264 | 0.7 | No | VRT: A Video Restoration Transformer | 2022-01-28 | Code |
| 79 | Real-ESRGAN + x264 | 0.698 | No | Real-ESRGAN: Training Real-World Blind Super-Res... | 2021-07-22 | Code |
| 80 | DBVSR + vvenc | 0.698 | No | Deep Blind Video Super-resolution | 2020-03-10 | Code |
| 81 | RBPN + vvenc | 0.689 | No | Recurrent Back-Projection Network for Video Supe... | 2019-03-25 | Code |
| 82 | BasicVSR + vvenc | 0.676 | No | BasicVSR: The Search for Essential Components in... | 2020-12-03 | Code |
| 83 | VRT + vvenc | 0.652 | No | VRT: A Video Restoration Transformer | 2022-01-28 | Code |
| 84 | SwinIR + x264 | 0.642 | No | SwinIR: Image Restoration Using Swin Transformer | 2021-08-23 | Code |