Spatial-Temporal Video Super-Resolution on Vimeo90K x4
30.75PSNRCycMu-Net
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CycMu-NetParameters (millions)=11.12022.05 | 30.75 | 0.929 | 4.287 | |
| TMNetParameters (millions)=12.32022.05 | 30.699 | 0.929 | 4.311 | |
| Zooming Slow-MoParameters (millions)=11.12022.05 | 30.621 | 0.927 | 4.354 | |
| AdaCoF + EDVRT-VSR=AdaCoF, S-VSR=EDVR, Parameters (millions)=21.8+20.72022.05 | 29.7 | 0.916 | 4.81 | |
| AdaCoF + RBPNT-VSR=AdaCoF, S-VSR=RBPN, Parameters (millions)=21.8+12.72022.05 | 29.584 | 0.914 | 4.865 | |
| SepConv + RBPNT-VSR=SepConv, S-VSR=RBPN, Parameters (millions)=21.7+12.72022.05 | 29.507 | 0.914 | 4.912 | |
| SepConv + EDVRT-VSR=SepConv, S-VSR=EDVR, Parameters (millions)=21.7+20.72022.05 | 29.481 | 0.914 | 4.909 | |
| AdaCoF + DBPNT-VSR=AdaCoF, S-VSR=DBPN, Parameters (millions)=21.8+10.42022.05 | 29.214 | 0.903 | 5.207 | |
| SepConv + DBPNT-VSR=SepConv, S-VSR=DBPN, Parameters (millions)=21.7+10.42022.05 | 28.969 | 0.903 | 5.268 | |
| STARnetParameters (millions)=111.62022.05 | 28.829 | 0.92 | — | |
| CAIN + EDVRT-VSR=CAIN, S-VSR=EDVR, Parameters (millions)=42.8+20.72022.05 | 28.69 | 0.893 | 5.642 | |
| CAIN + RBPNT-VSR=CAIN, S-VSR=RBPN, Parameters (millions)=42.8+12.72022.05 | 28.377 | 0.887 | 5.855 | |
| CAIN + DBPNT-VSR=CAIN, S-VSR=DBPN, Parameters (millions)=42.8+10.42022.05 | 28.1 | 0.877 | 6.125 | |
| SepConv + BicubicT-VSR=SepConv, S-VSR=Bicubic, Parameters (millions)=21.72022.05 | 27.287 | 0.866 | 6.582 | |
| AdaCoF + BicubicT-VSR=AdaCoF, S-VSR=Bicubic, Parameters (millions)=21.82022.05 | 27.243 | 0.864 | 6.624 | |
| CAIN + BicubicT-VSR=CAIN, S-VSR=Bicubic, Parameters (millions)=42.82022.05 | 26.908 | 0.851 | 7.035 |