Spatial-Temporal Video Super-Resolution on UCF101 x4
30.608PSNRSTARnet
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| STARnetParameters (millions)=111.62022.05 | 30.608 | 92.6 | — | |
| CycMu-NetParameters (millions)=11.12022.05 | 29.02 | 92.5 | 5.13 | |
| TMNetParameters (millions)=12.32022.05 | 28.988 | 92.4 | 5.149 | |
| Zooming Slow-MoParameters (millions)=11.12022.05 | 28.931 | 92.3 | 5.184 | |
| AdaCoF + EDVRT-VSR=AdaCoF, S-VSR=EDVR, Parameters (millions)=21.8+20.72022.05 | 28.848 | 92.3 | 5.226 | |
| AdaCoF + RBPNT-VSR=AdaCoF, S-VSR=RBPN, Parameters (millions)=21.8+12.72022.05 | 28.84 | 92.2 | 5.237 | |
| SepConv + RBPNT-VSR=SepConv, S-VSR=RBPN, Parameters (millions)=21.7+12.72022.05 | 28.65 | 92 | 5.4 | |
| SepConv + EDVRT-VSR=SepConv, S-VSR=EDVR, Parameters (millions)=21.7+20.72022.05 | 28.65 | 92 | 5.388 | |
| AdaCoF + DBPNT-VSR=AdaCoF, S-VSR=DBPN, Parameters (millions)=21.8+10.42022.05 | 28.557 | 91.7 | 5.43 | |
| SepConv + DBPNT-VSR=SepConv, S-VSR=DBPN, Parameters (millions)=21.7+10.42022.05 | 28.38 | 91.5 | 5.573 | |
| CAIN + EDVRT-VSR=CAIN, S-VSR=EDVR, Parameters (millions)=42.8+20.72022.05 | 28.339 | 91.1 | 5.711 | |
| CAIN + RBPNT-VSR=CAIN, S-VSR=RBPN, Parameters (millions)=42.8+12.72022.05 | 27.995 | 90.6 | 5.93 | |
| CAIN + DBPNT-VSR=CAIN, S-VSR=DBPN, Parameters (millions)=42.8+10.42022.05 | 27.814 | 90.1 | 6.105 | |
| SepConv + BicubicT-VSR=SepConv, S-VSR=Bicubic, Parameters (millions)=21.72022.05 | 26.189 | 87.4 | 7.154 | |
| AdaCoF + BicubicT-VSR=AdaCoF, S-VSR=Bicubic, Parameters (millions)=21.82022.05 | 26.187 | 87.4 | 7.133 | |
| CAIN + BicubicT-VSR=CAIN, S-VSR=Bicubic, Parameters (millions)=42.82022.05 | 25.987 | 86.5 | 7.456 |