| 1 | bicubic + aomenc | 21.965 | No | - | - | - |
| 2 | bicubic + uavs3e | 21.965 | No | - | - | - |
| 3 | bicubic + vvenc | 21.965 | No | - | - | - |
| 4 | RealSR + vvenc | 21.965 | No | - | - | Code |
| 5 | TMNet + aomenc | 21.798 | No | Temporal Modulation Network for Controllable Spa... | 2021-04-21 | Code |
| 6 | TMNet + vvenc | 21.303 | No | Temporal Modulation Network for Controllable Spa... | 2021-04-21 | Code |
| 7 | RSDN + aomenc | 20.617 | No | Video Super-Resolution with Recurrent Structure-... | 2020-08-02 | Code |
| 8 | SOF-VSR-BI + vvenc | 18.844 | No | Deep Video Super-Resolution using HR Optical Flo... | 2020-01-06 | Code |
| 9 | SOF-VSR-BI + x265 | 18.545 | No | Deep Video Super-Resolution using HR Optical Flo... | 2020-01-06 | Code |
| 10 | LGFN + vvenc | 18.342 | No | - | - | Code |
| 11 | VRT + vvenc | 18.333 | No | VRT: A Video Restoration Transformer | 2022-01-28 | Code |
| 12 | BasicVSR + vvenc | 18.333 | No | BasicVSR: The Search for Essential Components in... | 2020-12-03 | Code |
| 13 | RSDN + uavs3e | 18.327 | No | Video Super-Resolution with Recurrent Structure-... | 2020-08-02 | Code |
| 14 | RBPN + vvenc | 18.314 | No | Recurrent Back-Projection Network for Video Supe... | 2019-03-25 | Code |
| 15 | EGVSR + aomenc | 16.733 | No | Real-Time Super-Resolution System of 4K-Video Ba... | 2021-07-12 | Code |
| 16 | bicubic + x265 | 16.014 | No | - | - | - |
| 17 | DBVSR + vvenc | 15.988 | No | Deep Blind Video Super-resolution | 2020-03-10 | Code |
| 18 | SOF-VSR-BD + vvenc | 15.958 | No | Deep Video Super-Resolution using HR Optical Flo... | 2020-01-06 | Code |
| 19 | SOF-VSR-BD + aomenc | 15.11 | No | Deep Video Super-Resolution using HR Optical Flo... | 2020-01-06 | Code |
| 20 | RSDN + vvenc | 14.95 | No | Video Super-Resolution with Recurrent Structure-... | 2020-08-02 | Code |
| 21 | LGFN + aomenc | 14.631 | No | - | - | Code |
| 22 | BasicVSR + aomenc | 14.568 | No | BasicVSR: The Search for Essential Components in... | 2020-12-03 | Code |
| 23 | EGVSR + vvenc | 13.684 | No | Real-Time Super-Resolution System of 4K-Video Ba... | 2021-07-12 | Code |
| 24 | TMNet + x265 | 13.577 | No | Temporal Modulation Network for Controllable Spa... | 2021-04-21 | Code |
| 25 | RBPN + aomenc | 13.572 | No | Recurrent Back-Projection Network for Video Supe... | 2019-03-25 | Code |
| 26 | DBVSR + aomenc | 13.476 | No | Deep Blind Video Super-resolution | 2020-03-10 | Code |
| 27 | RSDN + x265 | 13.416 | No | Video Super-Resolution with Recurrent Structure-... | 2020-08-02 | Code |
| 28 | COMISR + vvenc | 13.246 | No | COMISR: Compression-Informed Video Super-Resolut... | 2021-05-04 | Code |
| 29 | LGFN + x265 | 13.213 | No | - | - | Code |
| 30 | TMNet + uavs3e | 13.187 | No | Temporal Modulation Network for Controllable Spa... | 2021-04-21 | Code |
| 31 | RBPN + x265 | 13.185 | No | Recurrent Back-Projection Network for Video Supe... | 2019-03-25 | Code |
| 32 | DBVSR + x265 | 13.145 | No | Deep Blind Video Super-resolution | 2020-03-10 | Code |
| 33 | SOF-VSR-BD + x265 | 13.098 | No | Deep Video Super-Resolution using HR Optical Flo... | 2020-01-06 | Code |
| 34 | EGVSR + x265 | 12.917 | No | Real-Time Super-Resolution System of 4K-Video Ba... | 2021-07-12 | Code |
| 35 | SOF-VSR-BI + aomenc | 12.808 | No | Deep Video Super-Resolution using HR Optical Flo... | 2020-01-06 | Code |
| 36 | VRT + aomenc | 12.289 | No | VRT: A Video Restoration Transformer | 2022-01-28 | Code |
| 37 | Real-ESRGAN + aomenc | 11.584 | No | Real-ESRGAN: Training Real-World Blind Super-Res... | 2021-07-22 | Code |
| 38 | SOF-VSR-BD + uavs3e | 11.458 | No | Deep Video Super-Resolution using HR Optical Flo... | 2020-01-06 | Code |
| 39 | COMISR + aomenc | 11.177 | No | COMISR: Compression-Informed Video Super-Resolut... | 2021-05-04 | Code |
| 40 | amq-12 + vvenc | 11.064 | No | - | - | - |
| 41 | SwinIR + aomenc | 10.854 | No | SwinIR: Image Restoration Using Swin Transformer | 2021-08-23 | Code |
| 42 | amq-12 + aomenc | 10.388 | No | - | - | - |
| 43 | EGVSR + uavs3e | 10.1 | No | Real-Time Super-Resolution System of 4K-Video Ba... | 2021-07-12 | Code |
| 44 | LGFN + uavs3e | 9.279 | No | - | - | Code |
| 45 | BasicVSR + x265 | 8.921 | No | BasicVSR: The Search for Essential Components in... | 2020-12-03 | Code |
| 46 | VRT + x265 | 8.92 | No | VRT: A Video Restoration Transformer | 2022-01-28 | Code |
| 47 | BasicVSR + uavs3e | 8.251 | No | BasicVSR: The Search for Essential Components in... | 2020-12-03 | Code |
| 48 | COMISR + x265 | 8.139 | No | COMISR: Compression-Informed Video Super-Resolut... | 2021-05-04 | Code |
| 49 | Real-ESRGAN + uavs3e | 7.225 | No | Real-ESRGAN: Training Real-World Blind Super-Res... | 2021-07-22 | Code |
| 50 | RBPN + uavs3e | 7.133 | No | Recurrent Back-Projection Network for Video Supe... | 2019-03-25 | Code |
| 51 | DBVSR + uavs3e | 7 | No | Deep Blind Video Super-resolution | 2020-03-10 | Code |
| 52 | SwinIR + uavs3e | 6.803 | No | SwinIR: Image Restoration Using Swin Transformer | 2021-08-23 | Code |
| 53 | RealSR + aomenc | 6.762 | No | - | - | Code |
| 54 | Real-ESRGAN + vvenc | 6.712 | No | Real-ESRGAN: Training Real-World Blind Super-Res... | 2021-07-22 | Code |
| 55 | SwinIR + vvenc | 6.624 | No | SwinIR: Image Restoration Using Swin Transformer | 2021-08-23 | Code |
| 56 | VRT + uavs3e | 6.619 | No | VRT: A Video Restoration Transformer | 2022-01-28 | Code |
| 57 | RSDN + x264 | 6.58 | No | Video Super-Resolution with Recurrent Structure-... | 2020-08-02 | Code |
| 58 | Real-ESRGAN + x265 | 6.328 | No | Real-ESRGAN: Training Real-World Blind Super-Res... | 2021-07-22 | Code |
| 59 | EGVSR + x264 | 6.029 | No | Real-Time Super-Resolution System of 4K-Video Ba... | 2021-07-12 | Code |
| 60 | Real-ESRGAN + x264 | 5.58 | No | Real-ESRGAN: Training Real-World Blind Super-Res... | 2021-07-22 | Code |
| 61 | SOF-VSR-BI + uavs3e | 5.299 | No | Deep Video Super-Resolution using HR Optical Flo... | 2020-01-06 | Code |
| 62 | SOF-VSR-BI + x264 | 4.981 | No | Deep Video Super-Resolution using HR Optical Flo... | 2020-01-06 | Code |
| 63 | ahq-11 + aomenc | 4.799 | No | - | - | - |
| 64 | amq-12 + uavs3e | 3.679 | No | - | - | - |
| 65 | COMISR + uavs3e | 3.427 | No | COMISR: Compression-Informed Video Super-Resolut... | 2021-05-04 | Code |
| 66 | ahq-11 + uavs3e | 3.37 | No | - | - | - |
| 67 | ahq-11 + vvenc | 2.675 | No | - | - | - |
| 68 | bicubic + x264 | 2.182 | No | - | - | - |
| 69 | amq-12 + x265 | 1.996 | No | - | - | - |
| 70 | RealSR + uavs3e | 1.943 | No | - | - | Code |
| 71 | ahq-11 + x265 | 1.917 | No | - | - | - |
| 72 | TMNet + x264 | 1.879 | No | Temporal Modulation Network for Controllable Spa... | 2021-04-21 | Code |
| 73 | LGFN + x264 | 1.704 | No | - | - | Code |
| 74 | BasicVSR + x264 | 1.659 | No | BasicVSR: The Search for Essential Components in... | 2020-12-03 | Code |
| 75 | RealSR + x265 | 1.622 | No | - | - | Code |
| 76 | DBVSR + x264 | 1.606 | No | Deep Blind Video Super-resolution | 2020-03-10 | Code |
| 77 | RBPN + x264 | 1.599 | No | Recurrent Back-Projection Network for Video Supe... | 2019-03-25 | Code |
| 78 | VRT + x264 | 1.578 | No | VRT: A Video Restoration Transformer | 2022-01-28 | Code |
| 79 | SwinIR + x265 | 1.575 | No | SwinIR: Image Restoration Using Swin Transformer | 2021-08-23 | Code |
| 80 | SOF-VSR-BD + x264 | 1.544 | No | Deep Video Super-Resolution using HR Optical Flo... | 2020-01-06 | Code |
| 81 | COMISR + x264 | 0.969 | No | COMISR: Compression-Informed Video Super-Resolut... | 2021-05-04 | Code |
| 82 | amq-12 + x264 | 0.922 | No | - | - | - |
| 83 | ahq-11 + x264 | 0.883 | No | - | - | - |
| 84 | RealSR + x264 | 0.77 | No | - | - | Code |
| 85 | SwinIR + x264 | 0.76 | No | SwinIR: Image Restoration Using Swin Transformer | 2021-08-23 | Code |