Video Super-Resolution on Vid4
29.86PSNRIART††
Evaluation results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| IART††Degradation=BD, Scale=4x, Note=Enhanced by EvTexture++ plug-in2026.06 | 29.86 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.8893 | |
| IARTDegradation=BD, Scale=4x2026.06 | 29.6 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.8868 | |
| EvTexture++Degradation=BD, Scale=4x2026.06 | 29.24 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.8865 | |
| BasicVSR++Degradation=BD, Scale=4x2026.06 | 29.04 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.8753 | |
| EvTextureDegradation=BD, Scale=4x2026.06 | 28.91 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.8744 | |
| EBVSRDegradation=BD, Scale=4x2026.06 | 28.26 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.8641 | |
| IconVSRDegradation=BD, Scale=4x2026.06 | 28.04 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.857 | |
| BasicVSRDegradation=BD, Scale=4x2026.06 | 27.96 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.8553 | |
| EDVRDegradation=BD, Scale=4x2026.06 | 27.85 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.8503 | |
| FCVSRCRF=152025.02 | 27.76 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.823 | |
| FTVSR++CRF=152025.02 | 27.72 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.82 | |
| MIA-VSRDegradation=BD, Scale=4x2026.06 | 27.63 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.843 | |
| FTVSRCRF=152025.02 | 27.4 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.811 | |
| IconVSRCRF=152025.02 | 26.65 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.782 | |
| RSDNCRF=152025.02 | 26.58 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.781 | |
| BasicVSRCRF=152025.02 | 26.56 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.78 | |
| COMISRCRF=152025.02 | 26.43 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.791 | |
| EDVRCRF=152025.02 | 26.34 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.771 | |
| FRVSRCRF=152025.02 | 26.01 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.766 | |
| MuCANCRF=152025.02 | 25.85 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.753 | |
| FCVSRCRF=252025.02 | 25.66 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.716 | |
| FTVSR++CRF=252025.02 | 25.61 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.713 | |
| FTVSRCRF=252025.02 | 25.38 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.706 | |
| TecoGANCRF=152025.02 | 25.25 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.741 | |
| COMISRCRF=252025.02 | 24.97 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.701 | |
| EDVRCRF=252025.02 | 24.45 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.667 | |
| DUFCRF=152025.02 | 24.4 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.773 | |
| MuCANCRF=252025.02 | 24.34 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.661 | |
| FRVSRCRF=252025.02 | 24.33 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.655 | |
| IconVSRCRF=252025.02 | 24.31 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.657 | |
| BasicVSRCRF=252025.02 | 24.28 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.656 | |
| RSDNCRF=252025.02 | 24.06 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.65 | |
| TecoGANCRF=252025.02 | 23.94 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.639 | |
| DUFCRF=252025.02 | 23.06 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.66 | |
| FCVSRCRF=352025.02 | 22.87 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.655 | |
| FTVSR++CRF=352025.02 | 22.85 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.652 | |
| FTVSRCRF=352025.02 | 22.61 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.54 | |
| COMISRCRF=352025.02 | 22.35 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.509 | |
| EDVRCRF=352025.02 | 22.31 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.534 | |
| MuCANCRF=352025.02 | 22.26 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.531 | |
| FRVSRCRF=352025.02 | 22.05 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.482 | |
| TecoGANCRF=352025.02 | 21.99 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.479 | |
| BasicVSRCRF=352025.02 | 21.97 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.509 | |
| IconVSRCRF=352025.02 | 21.97 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.509 | |
| RSDNCRF=352025.02 | 21.29 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.483 | |
| DUFCRF=352025.02 | 21.27 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.515 | |
| BasicVSRFrames REDS/Vimeo=15/14, Params (M)=6.32022.07 | — | — | — | — | — | — | — | — | — | 27.24 | 0.8251 | — | — | — | — | — | |
| BasicVSR++Frames REDS/Vimeo=30/14, Params (M)=7.32022.07 | — | — | — | — | — | — | — | — | — | 27.79 | 0.84 | — | — | — | — | — | |
| Bicubic# Frames=12020.07 | — | 18.83 | 0.4936 | 23.84 | 0.5234 | 21.52 | 0.4438 | 23.01 | 0.7096 | 21.8 | 0.5426 | 20.37 | 0.5106 | — | — | — | |
| Bicubic2020.04 | — | — | — | — | — | — | — | — | — | 23.76 | 0.631 | — | — | — | — | — | |
| COMISRFLOPs=0.06T, #Param.=2.63M, Upscaling Factor=4x2021.05 | — | — | — | — | — | — | — | — | — | 27.31 | 0.84 | 25.79 | 0.835 | — | — | — | |
| D3Dnet2020.04 | — | — | — | — | — | — | — | — | — | 26.52 | 0.799 | — | — | — | — | — | |
| DBPN2020.04 | — | — | — | — | — | — | — | — | — | 25.32 | 0.736 | — | — | — | — | — | |
| DUFFLOPs=0.62T, #Param.=5.82M, Upscaling Factor=4x2021.05 | — | — | — | — | — | — | — | — | — | 27.33 | 0.832 | 25.79 | 0.814 | — | — | — | |
| DUF-52L# Frames=72020.07 | — | 24.17 | 0.8161 | 28.05 | 0.8235 | 26.42 | 0.7758 | 30.91 | 0.9165 | 27.38 | 0.8329 | 25.91 | 0.8166 | — | — | — | |
| EDVRFLOPs=0.93T, #Param.=20.6M, Upscaling Factor=4x2021.05 | — | — | — | — | — | — | — | — | — | 27.35 | 0.826 | 25.85 | 0.808 | — | — | — | |
| EDVRFrames REDS/Vimeo=5/7, Params (M)=20.62022.07 | — | — | — | — | — | — | — | — | — | 27.35 | 0.8364 | — | — | — | — | — | |
| EDVR-L+# Frames=72020.07 | — | 24.05 | 0.8147 | 28 | 0.8122 | 26.34 | 0.7635 | 31.02 | 0.9152 | 27.35 | 0.8264 | 25.83 | 0.8077 | — | — | — | |
| FRVSRFLOPs=0.05T, #Param.=2.53M, Upscaling Factor=4x2021.05 | — | — | — | — | — | — | — | — | — | 26.71 | 0.82 | 25.22 | 0.815 | — | — | — | |
| FRVSR+# Frames=recurrent2020.07 | — | — | — | — | — | — | — | — | — | 26.69 | 0.822 | — | — | — | — | — | |
| IconVSRFrames REDS/Vimeo=15/14, Params (M)=8.72022.07 | — | — | — | — | — | — | — | — | — | 27.39 | 0.8279 | — | — | — | — | — | |
| Liu+# Frames=52020.07 | — | 21.61 | — | 26.29 | — | 24.99 | — | 28.06 | — | 25.23 | — | — | — | — | — | — | |
| MuCANUpscaling Factor=4x2021.05 | — | — | — | — | — | — | — | — | — | 27.26 | 0.822 | 25.56 | 0.801 | — | — | — | |
| PFNL+# Frames=72020.07 | — | 24.37 | 0.8246 | 28.09 | 0.8385 | 26.51 | 0.7768 | 30.65 | 0.9135 | 27.4 | 0.8384 | — | — | — | — | — | |
| PSRT-recurrentFrames REDS/Vimeo=16/14, Params (M)=13.42022.07 | — | — | — | — | — | — | — | — | — | 28.07 | 0.8485 | — | — | — | — | — | |
| RBPN# Frames=72020.07 | — | 24.02 | 0.8088 | 27.83 | 0.8045 | 26.21 | 0.7579 | 30.62 | 0.9111 | 27.17 | 0.8205 | 25.65 | 0.7997 | — | — | — | |
| RCAN2020.04 | — | — | — | — | — | — | — | — | — | 25.46 | 0.74 | — | — | — | — | — | |
| RSDNFLOPs=0.12T, #Param.=6.19M, Upscaling Factor=4x2021.05 | — | — | — | — | — | — | — | — | — | 27.92 | 0.851 | 26.43 | 0.835 | — | — | — | |
| SOF-VSR2020.04 | — | — | — | — | — | — | — | — | — | 26.02 | 0.771 | — | — | — | — | — | |
| SPMC+# Frames=32020.07 | — | — | — | — | — | — | — | — | — | 25.52 | 0.76 | — | — | — | — | — | |
| TDAN2020.04 | — | — | — | — | — | — | — | — | — | 26.16 | 0.782 | — | — | — | — | — | |
| TecoGanFLOPs=0.14T, #Param.=5.05M, Upscaling Factor=4x2021.05 | — | — | — | — | — | — | — | — | — | 25.88 | 0.794 | 24.34 | 0.788 | — | — | — | |
| TGA# Frames=72020.07 | — | 24.47 | 0.8286 | 28.37 | 0.8419 | 26.59 | 0.7793 | 30.96 | 0.9181 | 27.59 | 0.8419 | 26.1 | 0.8254 | — | — | — | |
| TOFlow# Frames=72020.07 | — | 22.29 | 0.7273 | 26.79 | 0.7446 | 25.31 | 0.7118 | 29.02 | 0.8799 | 25.85 | 0.7659 | 24.39 | 0.7438 | — | — | — | |
| VESPCN2020.04 | — | — | — | — | — | — | — | — | — | 24.95 | 0.714 | — | — | — | — | — | |
| VRTFrames REDS/Vimeo=16/7, Params (M)=35.62022.07 | — | — | — | — | — | — | — | — | — | 27.93 | 0.8425 | — | — | — | — | — | |
| VSR-TFrames REDS/Vimeo=5/7, Params (M)=32.62022.07 | — | — | — | — | — | — | — | — | — | 27.36 | 0.8258 | — | — | — | — | — | |
| VSRnet2020.04 | — | — | — | — | — | — | — | — | — | 24.37 | 0.679 | — | — | — | — | — |