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ResearchFormerly WizWand

Spatial-Temporal Video Super-Resolution on Vimeo90K x4

30.75PSNRCycMu-Net
26.7543227.7916628.82929.86634May 11, 2022
Updated 8mo ago

Evaluation results

MethodLinks
CycMu-NetParameters (millions)=11.12022.0530.750.9294.287
TMNetParameters (millions)=12.32022.0530.6990.9294.311
Zooming Slow-MoParameters (millions)=11.12022.0530.6210.9274.354
AdaCoF + EDVRT-VSR=AdaCoF, S-VSR=EDVR, Parameters (millions)=21.8+20.72022.0529.70.9164.81
AdaCoF + RBPNT-VSR=AdaCoF, S-VSR=RBPN, Parameters (millions)=21.8+12.72022.0529.5840.9144.865
SepConv + RBPNT-VSR=SepConv, S-VSR=RBPN, Parameters (millions)=21.7+12.72022.0529.5070.9144.912
SepConv + EDVRT-VSR=SepConv, S-VSR=EDVR, Parameters (millions)=21.7+20.72022.0529.4810.9144.909
AdaCoF + DBPNT-VSR=AdaCoF, S-VSR=DBPN, Parameters (millions)=21.8+10.42022.0529.2140.9035.207
SepConv + DBPNT-VSR=SepConv, S-VSR=DBPN, Parameters (millions)=21.7+10.42022.0528.9690.9035.268
STARnetParameters (millions)=111.62022.0528.8290.92—
CAIN + EDVRT-VSR=CAIN, S-VSR=EDVR, Parameters (millions)=42.8+20.72022.0528.690.8935.642
CAIN + RBPNT-VSR=CAIN, S-VSR=RBPN, Parameters (millions)=42.8+12.72022.0528.3770.8875.855
CAIN + DBPNT-VSR=CAIN, S-VSR=DBPN, Parameters (millions)=42.8+10.42022.0528.10.8776.125
SepConv + BicubicT-VSR=SepConv, S-VSR=Bicubic, Parameters (millions)=21.72022.0527.2870.8666.582
AdaCoF + BicubicT-VSR=AdaCoF, S-VSR=Bicubic, Parameters (millions)=21.82022.0527.2430.8646.624
CAIN + BicubicT-VSR=CAIN, S-VSR=Bicubic, Parameters (millions)=42.82022.0526.9080.8517.035