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ResearchFormerly WizWand

Joint Video Super-Resolution and Deblurring on REDS4-ME 5:5 exposure level (test)

29.24PSNRFMA-Net++
21.90823.811525.71527.6185Dec 4, 2025
Updated 8mo ago

Evaluation results

MethodLinks
FMA-Net++Category=Joint Video Super-Resolution and Deblurring, Parameters (M)=12.8, Runtime (s)=0.074, Retrained=false2025.1229.2484.531.956
FMA-NetCategory=Joint Video Super-Resolution and Deblurring, Parameters (M)=9.6, Runtime (s)=0.318, Retrained=true2025.1228.5181.362.269
BSSTNetCategory=Joint Video Super-Resolution and Deblurring, Parameters (M)=52.0, Runtime (s)=0.548, Retrained=true2025.1228.1181.192.298
IARTCategory=Joint Video Super-Resolution and Deblurring, Parameters (M)=13.4, Runtime (s)=1.041, Retrained=true2025.1227.6479.722.59
RVRTCategory=Joint Video Super-Resolution and Deblurring, Parameters (M)=12.9, Runtime (s)=0.385, Retrained=true2025.1227.5879.442.558
IART + BSSTNetCategory=Super-Resolution + Deblurring, Parameters (M)=13.4 + 52.0, Runtime (s)=1.041 + 0.4822025.1227.2678.882.721
BasicVSR++Category=Joint Video Super-Resolution and Deblurring, Parameters (M)=7.3, Runtime (s)=0.048, Retrained=true2025.1227.1477.72.746
RestormerCategory=Joint Video Super-Resolution and Deblurring, Parameters (M)=26.5, Runtime (s)=0.045, Retrained=true2025.1227.1277.52.516
BasicVSR++ + RVRTCategory=Super-Resolution + Deblurring, Parameters (M)=7.3 + 13.6, Runtime (s)=0.048 + 0.3492025.1226.9876.213.164
Ev-DeblurVSRCategory=Joint Video Super-Resolution and Deblurring, Parameters (M)=8.3, Runtime (s)=0.062, Retrained=true2025.1226.8276.723.059
FMA-NetCategory=Joint Video Super-Resolution and Deblurring, Parameters (M)=9.6, Runtime (s)=0.318, Retrained=false2025.1226.6780.052.443
BSSTNet + IARTCategory=Deblurring + Super-Resolution, Parameters (M)=52.0 + 13.4, Runtime (s)=0.025 + 1.0412025.1226.3375.643.313
DBVSRCategory=Joint Video Super-Resolution and Deblurring, Parameters (M)=14.1, Runtime (s)=0.096, Retrained=true2025.1226.0774.053.765
RVRT + BasicVSR++Category=Deblurring + Super-Resolution, Parameters (M)=13.6 + 7.3, Runtime (s)=0.019 + 0.0482025.1225.9574.243.61
HAT + FFTformerCategory=Super-Resolution + Deblurring, Parameters (M)=20.8 + 16.6, Runtime (s)=0.352 + 1.4142025.1225.92743.995
FFTformer + HATCategory=Deblurring + Super-Resolution, Parameters (M)=16.6 + 20.8, Runtime (s)=0.066 + 0.3522025.1225.8773.563.739
Restormer + SwinIRCategory=Deblurring + Super-Resolution, Parameters (M)=26.1 + 11.9, Runtime (s)=0.043 + 0.2212025.1225.8473.163.948
SwinIR + RestormerCategory=Super-Resolution + Deblurring, Parameters (M)=11.9 + 26.1, Runtime (s)=0.221 + 0.7532025.1225.5372.294.558
Ev-DeblurVSRCategory=Joint Video Super-Resolution and Deblurring, Parameters (M)=8.3, Runtime (s)=0.062, Retrained=false2025.1224.3870.474.094
DBVSRCategory=Blind Video Super-Resolution, Parameters (M)=14.1, Runtime (s)=0.096, Retrained=false2025.1222.1961.224.554