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ResearchFormerly WizWand

Spatial-Temporal Video Super-Resolution on UCF101 x2

32.258PSNRCycMu-Net
29.8379230.4662131.094531.72279May 11, 2022
Updated 8mo ago

Evaluation results

MethodLinks
CycMu-NetParameters (millions)=11.12022.0532.2580.963.608
TMNetParameters (millions)=12.32022.0532.2110.963.62
Zooming Slow-MoParameters (millions)=11.12022.0532.20.9593.63
AdaCoF + DBPNT-VSR=AdaCoF, S-VSR=DBPN, Parameters (millions)=21.8+10.42022.0532.1670.9583.63
SepConv + DBPNT-VSR=SepConv, S-VSR=DBPN, Parameters (millions)=21.7+10.42022.0532.0410.9583.729
AdaCoF + RBPNT-VSR=AdaCoF, S-VSR=RBPN, Parameters (millions)=21.8+12.72022.0531.9970.9583.692
SepConv + RBPNT-VSR=SepConv, S-VSR=RBPN, Parameters (millions)=21.7+12.72022.0531.8590.9573.795
CAIN + DBPNT-VSR=CAIN, S-VSR=DBPN, Parameters (millions)=42.8+10.42022.0531.7410.9543.904
CAIN + RBPNT-VSR=CAIN, S-VSR=RBPN, Parameters (millions)=42.8+12.72022.0531.7210.9553.896
AdaCoF + BicubicT-VSR=AdaCoF, S-VSR=Bicubic, Parameters (millions)=21.82022.0530.0560.9454.458
SepConv + BicubicT-VSR=SepConv, S-VSR=Bicubic, Parameters (millions)=21.72022.0529.9880.9444.531
CAIN + BicubicT-VSR=CAIN, S-VSR=Bicubic, Parameters (millions)=42.82022.0529.9310.9414.627