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ResearchFormerly WizWand

Space-Time Video Super-Resolution on Vid4 (test)

27.46PSNRVRT
21.89623.340524.78526.2295Jan 28, 2022Oct 12, 2022Jun 26, 2023Mar 9, 2024Nov 21, 2024Aug 5, 2025Apr 20, 2026
Updated 6mo ago

Evaluation results

MethodLinks
VRTPipeline=VSR then VFI2022.0127.460.8392
VRTPipeline=VFI then VSR2022.0126.590.8014
TMNet2022.0126.430.8016
RSTT2022.0126.430.7994
ZSM2022.0126.310.7976
DAIN + EDVRVFI=DAIN, VSR=EDVR2022.0126.120.7836
SepConv + RBPNVFI=SepConv, VSR=RBPN2022.0126.080.7751
STARnet2022.0126.060.8046
GS-STVSRParameters (M)=12.67, AT (s)=0.642026.0426.040.7822
TMNetVFI Method=TMNet [49], Parameters (Million)=12.262022.0625.960.7803
DAIN + RBPNVFI=DAIN, VSR=RBPN2022.0125.960.7784
TMNetParameters (M)=12.26, AT (s)=5.672026.0425.960.7803
SepConv + EDVRVFI=SepConv, VSR=EDVR2022.0125.930.7792
BF-STVSRParameters (M)=13.47, AT (s)=1.272026.0425.850.7772
MoTIFParameters (M)=12.55, AT (s)=1.772026.0425.790.7745
VideoINR-fixedVFI Method=VideoINR-fixed, Parameters (Million)=11.312022.0625.780.773
Zooming SlowMoVFI Method=Zooming SlowMo [48], Parameters (Million)=11.102022.0625.720.7717
ZoomingSloMoParameters (M)=11.102026.0425.720.7717
VideoINRVFI Method=VideoINR, Parameters (Million)=11.312022.0625.610.7709
VideoINRParameters (M)=11.31, AT (s)=3.342026.0425.610.7709
DAIN + RCANVFI=DAIN, VSR=RCAN2022.0125.030.7261
SepConv + RCANVFI=SepConv, VSR=RCAN2022.0124.920.7236
SuperSloMo + EDVRVFI=SuperSloMo, VSR=EDVR2022.0124.40.6706
SuperSloMo + RCANVFI=SuperSloMo, VSR=RCAN2022.0123.80.6397
SuperSloMo + RBPNVFI=SuperSloMo, VSR=RBPN2022.0123.760.6362
QVI + EDVRVFI Method=QVI [18], SR Method=EDVR [46], Parameters (Million)=29.2+20.72022.0623.60.6471
DAIN + BicubicVFI=DAIN, VSR=Bicubic2022.0123.550.6268
SepConv + BicubicVFI=SepConv, VSR=Bicubic2022.0123.510.6273
DAIN + EDVRVFI Method=DAIN [2], SR Method=EDVR [46], Parameters (Million)=24.0+20.72022.0623.480.6547
QVIVSR Method=EDVR, Parameters (M)=29.2+20.72026.0423.480.6547
DAINVSR Method=EDVR, Parameters (M)=24.0+20.72026.0423.480.6547
DAIN + BasicVSRVFI Method=DAIN [2], SR Method=BasicVSR [6], Parameters (Million)=24.0+6.32022.0623.430.6514
DAINVSR Method=BasicVSR, Parameters (M)=24.0+6.32026.0423.430.6514
SuperSloMo + BasicVSRVFI Method=SuperSloMo [18], SR Method=BasicVSR [6], Parameters (Million)=19.8+6.32022.0623.170.6159
SuperSloMoVSR Method=BasicVSR, Parameters (M)=19.8+6.32026.0423.170.6159
QVI + BasicVSRVFI Method=QVI [18], SR Method=BasicVSR [6], Parameters (Million)=29.2+6.32022.0623.150.6428
QVIVSR Method=BasicVSR, Parameters (M)=29.2+6.32026.0423.150.6428
SuperSloMo + EDVRVFI Method=SuperSloMo [18], SR Method=EDVR [46], Parameters (Million)=19.8+20.72022.0623.010.6136
SuperSloMoVSR Method=EDVR, Parameters (M)=19.8+20.72026.0423.010.6136
SuperSloMo + BicubicVFI=SuperSloMo, VSR=Bicubic2022.0122.840.5772
DAIN + BicubicVFI Method=DAIN [2], SR Method=Bicubic, Parameters (Million)=24.02022.0622.570.5732
DAINVSR Method=Bicubic, Parameters (M)=24.02026.0422.570.5732
SuperSloMo + BicubicVFI Method=SuperSloMo [18], SR Method=Bicubic, Parameters (Million)=19.82022.0622.420.5645
SuperSloMoVSR Method=Bicubic, Parameters (M)=19.82026.0422.420.5645
QVI + BicubicVFI Method=QVI [18], SR Method=Bicubic, Parameters (Million)=29.22022.0622.110.5498
QVIVSR Method=Bicubic, Parameters (M)=29.22026.0422.110.5498