| 1 | SwinIR + uavs3e | 15.144 | No | SwinIR: Image Restoration Using Swin Transformer | 2021-08-23 | Code |
| 2 | SwinIR + aomenc | 15.144 | No | SwinIR: Image Restoration Using Swin Transformer | 2021-08-23 | Code |
| 3 | RealSR + aomenc | 15.144 | No | - | - | Code |
| 4 | Real-ESRGAN + aomenc | 15.144 | No | Real-ESRGAN: Training Real-World Blind Super-Res... | 2021-07-22 | Code |
| 5 | Real-ESRGAN + uavs3e | 15.144 | No | Real-ESRGAN: Training Real-World Blind Super-Res... | 2021-07-22 | Code |
| 6 | COMISR + aomenc | 15.144 | No | COMISR: Compression-Informed Video Super-Resolut... | 2021-05-04 | Code |
| 7 | EGVSR + uavs3e | 15.144 | No | Real-Time Super-Resolution System of 4K-Video Ba... | 2021-07-12 | Code |
| 8 | TMNet + uavs3e | 15.144 | No | Temporal Modulation Network for Controllable Spa... | 2021-04-21 | Code |
| 9 | EGVSR + aomenc | 15.144 | No | Real-Time Super-Resolution System of 4K-Video Ba... | 2021-07-12 | Code |
| 10 | RSDN + uavs3e | 15.144 | No | Video Super-Resolution with Recurrent Structure-... | 2020-08-02 | Code |
| 11 | RSDN + aomenc | 15.144 | No | Video Super-Resolution with Recurrent Structure-... | 2020-08-02 | Code |
| 12 | TMNet + aomenc | 15.144 | No | Temporal Modulation Network for Controllable Spa... | 2021-04-21 | Code |
| 13 | RealSR + vvenc | 15.144 | No | - | - | Code |
| 14 | RealSR + uavs3e | 14.741 | No | - | - | Code |
| 15 | Real-ESRGAN + vvenc | 14.561 | No | Real-ESRGAN: Training Real-World Blind Super-Res... | 2021-07-22 | Code |
| 16 | RSDN + vvenc | 14.061 | No | Video Super-Resolution with Recurrent Structure-... | 2020-08-02 | Code |
| 17 | RSDN + x265 | 13.403 | No | Video Super-Resolution with Recurrent Structure-... | 2020-08-02 | Code |
| 18 | RSDN + x264 | 13.348 | No | Video Super-Resolution with Recurrent Structure-... | 2020-08-02 | Code |
| 19 | SOF-VSR-BD + aomenc | 13.076 | No | Deep Video Super-Resolution using HR Optical Flo... | 2020-01-06 | Code |
| 20 | bicubic + vvenc | 12.787 | No | - | - | - |
| 21 | ahq-11 + aomenc | 12.542 | No | - | - | - |
| 22 | EGVSR + vvenc | 11.543 | No | Real-Time Super-Resolution System of 4K-Video Ba... | 2021-07-12 | Code |
| 23 | COMISR + vvenc | 11.497 | No | COMISR: Compression-Informed Video Super-Resolut... | 2021-05-04 | Code |
| 24 | BasicVSR + aomenc | 11.428 | No | BasicVSR: The Search for Essential Components in... | 2020-12-03 | Code |
| 25 | SOF-VSR-BI + aomenc | 11.314 | No | Deep Video Super-Resolution using HR Optical Flo... | 2020-01-06 | Code |
| 26 | amq-12 + aomenc | 11.079 | No | - | - | - |
| 27 | SOF-VSR-BI + uavs3e | 10.917 | No | Deep Video Super-Resolution using HR Optical Flo... | 2020-01-06 | Code |
| 28 | RBPN + aomenc | 10.89 | No | Recurrent Back-Projection Network for Video Supe... | 2019-03-25 | Code |
| 29 | EGVSR + x265 | 10.701 | No | Real-Time Super-Resolution System of 4K-Video Ba... | 2021-07-12 | Code |
| 30 | COMISR + x265 | 10.678 | No | COMISR: Compression-Informed Video Super-Resolut... | 2021-05-04 | Code |
| 31 | EGVSR + x264 | 10.595 | No | Real-Time Super-Resolution System of 4K-Video Ba... | 2021-07-12 | Code |
| 32 | DBVSR + aomenc | 10.296 | No | Deep Blind Video Super-resolution | 2020-03-10 | Code |
| 33 | VRT + aomenc | 10.075 | No | VRT: A Video Restoration Transformer | 2022-01-28 | Code |
| 34 | LGFN + aomenc | 9.79 | No | - | - | Code |
| 35 | TMNet + vvenc | 9.43 | No | Temporal Modulation Network for Controllable Spa... | 2021-04-21 | Code |
| 36 | SOF-VSR-BI + vvenc | 9.245 | No | Deep Video Super-Resolution using HR Optical Flo... | 2020-01-06 | Code |
| 37 | SOF-VSR-BI + x265 | 9.07 | No | Deep Video Super-Resolution using HR Optical Flo... | 2020-01-06 | Code |
| 38 | SwinIR + vvenc | 8.971 | No | SwinIR: Image Restoration Using Swin Transformer | 2021-08-23 | Code |
| 39 | SOF-VSR-BD + uavs3e | 8.658 | No | Deep Video Super-Resolution using HR Optical Flo... | 2020-01-06 | Code |
| 40 | bicubic + aomenc | 8.395 | No | - | - | - |
| 41 | SwinIR + x265 | 8.13 | No | SwinIR: Image Restoration Using Swin Transformer | 2021-08-23 | Code |
| 42 | Real-ESRGAN + x265 | 8.113 | No | Real-ESRGAN: Training Real-World Blind Super-Res... | 2021-07-22 | Code |
| 43 | SOF-VSR-BD + vvenc | 8.027 | No | Deep Video Super-Resolution using HR Optical Flo... | 2020-01-06 | Code |
| 44 | Real-ESRGAN + x264 | 7.874 | No | Real-ESRGAN: Training Real-World Blind Super-Res... | 2021-07-22 | Code |
| 45 | bicubic + uavs3e | 7.372 | No | - | - | - |
| 46 | TMNet + x265 | 7.046 | No | Temporal Modulation Network for Controllable Spa... | 2021-04-21 | Code |
| 47 | BasicVSR + uavs3e | 6.833 | No | BasicVSR: The Search for Essential Components in... | 2020-12-03 | Code |
| 48 | LGFN + x265 | 6.646 | No | - | - | Code |
| 49 | VRT + x265 | 6.634 | No | VRT: A Video Restoration Transformer | 2022-01-28 | Code |
| 50 | DBVSR + x265 | 6.607 | No | Deep Blind Video Super-resolution | 2020-03-10 | Code |
| 51 | amq-12 + uavs3e | 6.547 | No | - | - | - |
| 52 | bicubic + x265 | 6.473 | No | - | - | - |
| 53 | RBPN + uavs3e | 6.301 | No | Recurrent Back-Projection Network for Video Supe... | 2019-03-25 | Code |
| 54 | SwinIR + x264 | 6.268 | No | SwinIR: Image Restoration Using Swin Transformer | 2021-08-23 | Code |
| 55 | COMISR + x264 | 6.081 | No | COMISR: Compression-Informed Video Super-Resolut... | 2021-05-04 | Code |
| 56 | SOF-VSR-BI + x264 | 6.058 | No | Deep Video Super-Resolution using HR Optical Flo... | 2020-01-06 | Code |
| 57 | VRT + uavs3e | 5.862 | No | VRT: A Video Restoration Transformer | 2022-01-28 | Code |
| 58 | DBVSR + uavs3e | 5.845 | No | Deep Blind Video Super-resolution | 2020-03-10 | Code |
| 59 | RBPN + vvenc | 5.783 | No | Recurrent Back-Projection Network for Video Supe... | 2019-03-25 | Code |
| 60 | BasicVSR + vvenc | 5.781 | No | BasicVSR: The Search for Essential Components in... | 2020-12-03 | Code |
| 61 | VRT + vvenc | 5.777 | No | VRT: A Video Restoration Transformer | 2022-01-28 | Code |
| 62 | LGFN + vvenc | 5.768 | No | - | - | Code |
| 63 | DBVSR + vvenc | 5.765 | No | Deep Blind Video Super-resolution | 2020-03-10 | Code |
| 64 | COMISR + uavs3e | 5.761 | No | COMISR: Compression-Informed Video Super-Resolut... | 2021-05-04 | Code |
| 65 | ahq-11 + vvenc | 5.761 | No | - | - | - |
| 66 | ahq-11 + uavs3e | 5.761 | No | - | - | - |
| 67 | amq-12 + vvenc | 5.718 | No | - | - | - |
| 68 | LGFN + uavs3e | 5.503 | No | - | - | Code |
| 69 | SOF-VSR-BD + x265 | 3.274 | No | Deep Video Super-Resolution using HR Optical Flo... | 2020-01-06 | Code |
| 70 | SOF-VSR-BD + x264 | 2.763 | No | Deep Video Super-Resolution using HR Optical Flo... | 2020-01-06 | Code |
| 71 | BasicVSR + x265 | 1.906 | No | BasicVSR: The Search for Essential Components in... | 2020-12-03 | Code |
| 72 | RBPN + x265 | 1.89 | No | Recurrent Back-Projection Network for Video Supe... | 2019-03-25 | Code |
| 73 | ahq-11 + x265 | 1.725 | No | - | - | - |
| 74 | amq-12 + x265 | 1.629 | No | - | - | - |
| 75 | TMNet + x264 | 1.481 | No | Temporal Modulation Network for Controllable Spa... | 2021-04-21 | Code |
| 76 | BasicVSR + x264 | 1.212 | No | BasicVSR: The Search for Essential Components in... | 2020-12-03 | Code |
| 77 | LGFN + x264 | 1.151 | No | - | - | Code |
| 78 | RBPN + x264 | 1.127 | No | Recurrent Back-Projection Network for Video Supe... | 2019-03-25 | Code |
| 79 | VRT + x264 | 1.09 | No | VRT: A Video Restoration Transformer | 2022-01-28 | Code |
| 80 | DBVSR + x264 | 1.082 | No | Deep Blind Video Super-resolution | 2020-03-10 | Code |
| 81 | RealSR + x265 | 1.064 | No | - | - | Code |
| 82 | bicubic + x264 | 0.91 | No | - | - | - |
| 83 | ahq-11 + x264 | 0.873 | No | - | - | - |
| 84 | amq-12 + x264 | 0.813 | No | - | - | - |
| 85 | RealSR + x264 | 0.675 | No | - | - | Code |