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ResearchFormerly WizWand

Space-Time Video Super-Resolution on GoPro Average (test)

33.3PSNREvEnhancer
23.1625.792528.42531.0575Jun 9, 2022Jan 30, 2023Sep 22, 2023May 14, 2024Jan 4, 2025Aug 27, 2025Apr 20, 2026
Updated 6mo ago

Evaluation results

MethodLinks
EvEnhancerEvents=true, Params (M)=6.552025.0533.392.79
EvEnhancer-lightEvents=true, Params (M)=5.812025.0532.7392.03
V3-Large# Par.=20.6 M2025.0932.3692.1
V3# Par.=13.7 M2025.0932.2691.9
HR-INREvents=true, Params (M)=8.27, Training Setting=Trained on Adobe2402025.0532.1393.71
GS-STVSRParameters (M)=12.67, AT (s)=0.642026.0430.3588.17
SAFAEvents=false, Params (M)=4.94, Training Setting=Trained on Adobe2402025.0530.2287.61
BF-STVSR# Par.=13.5 M2025.0930.2288
BF-STVSRParameters (M)=13.47, AT (s)=1.272026.0430.2288.02
MOTIFEvents=false, Params (M)=12.55, Training Setting=Trained on Adobe2402025.0530.0487.73
MoTIF# Par.=12.6 M2025.0930.0487.7
MoTIFParameters (M)=12.55, AT (s)=1.772026.0430.0487.73
VideoINRVFI Method=VideoINR2022.0629.4186.69
VideoINREvents=false, Params (M)=11.31, Training Setting=Trained on Adobe2402025.0529.4186.69
VideoINR# Par.=11.3 M2025.0929.4186.7
VideoINRParameters (M)=11.31, AT (s)=3.342026.0429.4186.69
REFID + EvTextureVFI Method=REFID, VSR Method=EvTexture, Events=true, Params (M)=15.91+8.90, Training Setting=Trained on Adobe2402025.0529.1484.89
TMNetVFI Method=TMNet [49]2022.0628.8385.14
TMNetEvents=false, Params (M)=12.26, Training Setting=Trained on Adobe2402025.0528.8385.14
TMNet# Par.=12.3 M2025.0928.8385.1
TMNetParameters (M)=12.26, AT (s)=5.672026.0428.8385.14
TimeLens + EvTextureVFI Method=TimeLens, VSR Method=EvTexture, Events=true, Params (M)=72.20+8.902025.0528.5184.78
REFID + EGVSRVFI Method=REFID, VSR Method=EGVSR, Events=true, Params (M)=15.91+2.45, Training Setting=Trained on Adobe2402025.0527.9781.71
TimeLens + EGVSRVFI Method=TimeLens, VSR Method=EGVSR, Events=true, Params (M)=72.20+2.452025.0527.4280.77
DAIN→EDVR# Par.=44.7 M, two-stage=true2025.0926.6479.8
QVIVSR Method=EDVR, Parameters (M)=29.2+20.72026.0426.6479.77
DAINVSR Method=EDVR, Parameters (M)=24.0+20.72026.0426.6479.77
DAIN + BasicVSRVFI Method=DAIN [2], SR Method=BasicVSR [6]2022.0626.4679.66
DAINVSR Method=BasicVSR, Parameters (M)=24.0+6.32026.0426.4379.66
DAIN + EDVRVFI Method=DAIN [2], SR Method=EDVR [46]2022.0626.3779.64
SuperSloMo + BasicVSRVFI Method=SuperSloMo [18], SR Method=BasicVSR [6]2022.0626.3679.77
SuperSloMoVSR Method=BasicVSR, Parameters (M)=19.8+6.32026.0426.3679.77
SuperSloMo + EDVRVFI Method=SuperSloMo [18], SR Method=EDVR [46]2022.0626.379.6
SuperSloMoVSR Method=EDVR, Parameters (M)=19.8+20.72026.0426.379.6
QVI + BasicVSRVFI Method=QVI [18], SR Method=BasicVSR [6]2022.0626.2779.55
QVIVSR Method=BasicVSR, Parameters (M)=29.2+6.32026.0426.2779.55
DAIN + BicubicVFI Method=DAIN [2], SR Method=Bicubic2022.0626.1177.4
DAINVSR Method=Bicubic, Parameters (M)=24.02026.0426.1177.4
SuperSloMo + BicubicVFI Method=SuperSloMo [18], SR Method=Bicubic2022.0626.0677.2
SuperSloMoVSR Method=Bicubic, Parameters (M)=19.82026.0426.0677.2
QVI + EDVRVFI Method=QVI [18], SR Method=EDVR [46]2022.0625.5577.39
QVI + BicubicVFI Method=QVI [18], SR Method=Bicubic2022.0625.4175.54
QVIVSR Method=Bicubic, Parameters (M)=29.22026.0425.4175.54
CBMNet-L + EvTextureVFI Method=CBMNet-L, VSR Method=EvTexture, Events=true, Params (M)=22.23+8.902025.0523.9271.63
CBMNet-L + EGVSRVFI Method=CBMNet-L, VSR Method=EGVSR, Events=true, Params (M)=22.23+2.452025.0523.5570.18