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ResearchFormerly WizWand

Video Super-Resolution on Vimeo-90k Slow

40.68PSNRRBPN/6
25.215229.230133.24537.2599Mar 25, 2019Sep 24, 2019Mar 25, 2020Sep 24, 2020Mar 26, 2021Sep 25, 2021Mar 27, 2022
Updated 8mo ago

Evaluation results

MethodLinks
RBPN/6Scale=2x2019.0340.680.978
DBPNScale=2x2019.0339.690.973
BicubicScale=2x2019.0334.470.939
RBPN/6-PFScale Factor=4x, Filtering=Pre-filtering2019.0334.180.92
RBPN/3-PScale Factor=4x, Temporal Context=3 extra frames2019.0333.730.914
TMNetParameters (Millions)=12.262022.0333.510.9159
RSTT-LParameters (Millions)=7.672022.0333.50.9147
RSTT-MParameters (Millions)=6.082022.0333.470.9143
Zooming SlowMoParameters (Millions)=11.102022.0333.360.9138
RSTT-SParameters (Millions)=4.492022.0333.30.9123
DAIN + EDVRParameters (Millions)=24.0+20.72022.0333.110.9119
STARnetParameters (Millions)=111.612022.0333.10.9164
DBPNScale Factor=4x2019.0332.980.901
VSR-DUF/6Scale Factor=4x, Temporal Context=6 frames2019.0332.960.909
SepConv + EDVRParameters (Millions)=21.7+20.72022.0332.960.9112
DAIN + RBPNParameters (Millions)=24.0+12.72022.0332.920.9097
SepConv + RBPNParameters (Millions)=21.7+12.72022.0332.770.909
DAIN + RCANParameters (Millions)=24.0+16.02022.0332.260.8974
TOFLOWScale Factor=4x2019.0332.160.889
SepConv + RCANParameters (Millions)=21.7+16.02022.0332.130.8967
SuperSloMo + EDVRParameters (Millions)=19.8+20.72022.0330.990.8673
SuperSloMo + RCANParameters (Millions)=19.8+16.02022.0330.690.8624
SuperSloMo + RBPNParameters (Millions)=19.8+12.72022.0330.480.8584
BicubicScale Factor=4x2019.0329.330.829
DAIN + BicubicParameters (Millions)=24.02022.0329.060.8289
SepConv + BicubicParameters (Millions)=21.72022.0329.040.829
RBPN/6Scale=8x2019.0328.940.809
DBPNScale=8x2019.0328.40.795
SuperSloMo + BicubicParameters (Millions)=19.82022.0328.370.8102
BicubicScale=8x2019.0325.810.715