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ResearchFormerly WizWand

Spatial-Temporal Video Super-Resolution on UCF101 x4

30.608PSNRSTARnet
25.8021627.0498328.297529.54517May 11, 2022
Updated 8mo ago

Evaluation results

MethodLinks
STARnetParameters (millions)=111.62022.0530.60892.6—
CycMu-NetParameters (millions)=11.12022.0529.0292.55.13
TMNetParameters (millions)=12.32022.0528.98892.45.149
Zooming Slow-MoParameters (millions)=11.12022.0528.93192.35.184
AdaCoF + EDVRT-VSR=AdaCoF, S-VSR=EDVR, Parameters (millions)=21.8+20.72022.0528.84892.35.226
AdaCoF + RBPNT-VSR=AdaCoF, S-VSR=RBPN, Parameters (millions)=21.8+12.72022.0528.8492.25.237
SepConv + RBPNT-VSR=SepConv, S-VSR=RBPN, Parameters (millions)=21.7+12.72022.0528.65925.4
SepConv + EDVRT-VSR=SepConv, S-VSR=EDVR, Parameters (millions)=21.7+20.72022.0528.65925.388
AdaCoF + DBPNT-VSR=AdaCoF, S-VSR=DBPN, Parameters (millions)=21.8+10.42022.0528.55791.75.43
SepConv + DBPNT-VSR=SepConv, S-VSR=DBPN, Parameters (millions)=21.7+10.42022.0528.3891.55.573
CAIN + EDVRT-VSR=CAIN, S-VSR=EDVR, Parameters (millions)=42.8+20.72022.0528.33991.15.711
CAIN + RBPNT-VSR=CAIN, S-VSR=RBPN, Parameters (millions)=42.8+12.72022.0527.99590.65.93
CAIN + DBPNT-VSR=CAIN, S-VSR=DBPN, Parameters (millions)=42.8+10.42022.0527.81490.16.105
SepConv + BicubicT-VSR=SepConv, S-VSR=Bicubic, Parameters (millions)=21.72022.0526.18987.47.154
AdaCoF + BicubicT-VSR=AdaCoF, S-VSR=Bicubic, Parameters (millions)=21.82022.0526.18787.47.133
CAIN + BicubicT-VSR=CAIN, S-VSR=Bicubic, Parameters (millions)=42.82022.0525.98786.57.456