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ResearchFormerly WizWand

Spatial-Temporal Video Super-Resolution on UCF101 x8

25.486PSNRCycMu-Net
22.3857623.1906323.995524.80037May 11, 2022
Updated 8mo ago

Evaluation results

MethodLinks
CycMu-NetParameters (millions)=11.12022.0525.48685.37.931
TMNetParameters (millions)=12.32022.0525.42485.27.984
Zooming Slow-MoParameters (millions)=11.12022.0525.376858.054
AdaCoF + RBPNT-VSR=AdaCoF, S-VSR=RBPN, Parameters (millions)=21.8+12.72022.0525.34985.18.026
SepConv + RBPNT-VSR=SepConv, S-VSR=RBPN, Parameters (millions)=21.7+12.72022.0525.32382.38.067
AdaCoF + DBPNT-VSR=AdaCoF, S-VSR=DBPN, Parameters (millions)=21.8+10.42022.0525.16484.58.253
SepConv + DBPNT-VSR=SepConv, S-VSR=DBPN, Parameters (millions)=21.7+10.42022.0525.13584.58.298
CAIN + DBPNT-VSR=CAIN, S-VSR=DBPN, Parameters (millions)=42.8+10.42022.0523.67277.910.561
CAIN + RBPNT-VSR=CAIN, S-VSR=RBPN, Parameters (millions)=42.8+12.72022.0523.56678.110.498
SepConv + BicubicT-VSR=SepConv, S-VSR=Bicubic, Parameters (millions)=21.72022.0522.87777.911.201
AdaCoF + BicubicT-VSR=AdaCoF, S-VSR=Bicubic, Parameters (millions)=21.82022.0522.87777.811.193
CAIN + BicubicT-VSR=CAIN, S-VSR=Bicubic, Parameters (millions)=42.82022.0522.50574.312.166