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ResearchFormerly WizWand

Video Super-Resolution on Vimeo-90k Medium

43.65PSNRRBPN/6
26.573231.006635.4439.8734Mar 25, 2019Sep 24, 2019Mar 25, 2020Sep 24, 2020Mar 26, 2021Sep 25, 2021Mar 27, 2022
Updated 8mo ago

Evaluation results

MethodLinks
RBPN/6Scale=2x2019.0343.650.985
DBPNScale=2x2019.0342.330.979
RBPN/6-PFScale Factor=4x, Filtering=Pre-filtering2019.0337.280.947
BicubicScale=2x2019.0336.960.956
RBPN/3-PScale Factor=4x, Temporal Context=3 extra frames2019.0336.660.941
VSR-DUF/6Scale Factor=4x, Temporal Context=6 frames2019.0335.840.943
RSTT-LParameters (Millions)=7.672022.0335.660.9381
RSTT-MParameters (Millions)=6.082022.0335.620.9377
TMNetParameters (Millions)=12.262022.0335.60.938
RSTT-SParameters (Millions)=4.492022.0335.430.9358
Zooming SlowMoParameters (Millions)=11.102022.0335.410.9361
DBPNScale Factor=4x2019.0335.390.925
TOFLOWScale Factor=4x2019.0335.020.925
STARnetParameters (Millions)=111.612022.0334.860.9356
DAIN + EDVRParameters (Millions)=24.0+20.72022.0334.660.9281
DAIN + RBPNParameters (Millions)=24.0+12.72022.0334.450.9262
SepConv + EDVRParameters (Millions)=21.7+20.72022.0334.220.924
SepConv + RBPNParameters (Millions)=21.7+12.72022.0334.090.9229
SuperSloMo + EDVRParameters (Millions)=19.8+20.72022.0333.850.8967
DAIN + RCANParameters (Millions)=24.0+16.02022.0333.820.9146
SepConv + RCANParameters (Millions)=21.7+16.02022.0333.590.9125
SuperSloMo + RBPNParameters (Millions)=19.8+12.72022.0332.790.893
SuperSloMo + RCANParameters (Millions)=19.8+16.02022.0332.50.8884
RBPN/6Scale=8x2019.0331.350.858
BicubicScale Factor=4x2019.0331.280.867
DAIN + BicubicParameters (Millions)=24.02022.0330.670.8636
SepConv + BicubicParameters (Millions)=21.72022.0330.610.8633
DBPNScale=8x2019.0330.280.837
SuperSloMo + BicubicParameters (Millions)=19.82022.0329.940.8477
BicubicScale=8x2019.0327.230.766