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ResearchFormerly WizWand

Joint Video Super-Resolution and Deblurring on REDS4-ME 5:4 exposure level (test)

29.66PSNRFMA-Net++
24.293625.686827.0828.4732Dec 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=false2025.1229.660.85461.688
FMA-NetCategory=Joint Video Super-Resolution and Deblurring, Parameters (M)=9.6, Runtime (s)=0.318, Retrained=true2025.1229.040.82751.891
BSSTNetCategory=Joint Video Super-Resolution and Deblurring, Parameters (M)=52.0, Runtime (s)=0.548, Retrained=true2025.1228.750.83421.893
IARTCategory=Joint Video Super-Resolution and Deblurring, Parameters (M)=13.4, Runtime (s)=1.041, Retrained=true2025.1228.230.81532.143
RVRTCategory=Joint Video Super-Resolution and Deblurring, Parameters (M)=12.9, Runtime (s)=0.385, Retrained=true2025.1228.110.80932.136
BasicVSR++Category=Joint Video Super-Resolution and Deblurring, Parameters (M)=7.3, Runtime (s)=0.048, Retrained=true2025.1227.70.79222.302
IART + BSSTNetCategory=Super-Resolution + Deblurring, Parameters (M)=13.4 + 52.0, Runtime (s)=1.041 + 0.4822025.1227.50.80062.578
RestormerCategory=Joint Video Super-Resolution and Deblurring, Parameters (M)=26.5, Runtime (s)=0.045, Retrained=true2025.1227.450.78512.161
Ev-DeblurVSRCategory=Joint Video Super-Resolution and Deblurring, Parameters (M)=8.3, Runtime (s)=0.062, Retrained=true2025.1227.40.78392.521
BasicVSR++ + RVRTCategory=Super-Resolution + Deblurring, Parameters (M)=7.3 + 13.6, Runtime (s)=0.048 + 0.3492025.1227.280.79012.887
DBVSRCategory=Joint Video Super-Resolution and Deblurring, Parameters (M)=14.1, Runtime (s)=0.096, Retrained=true2025.1226.770.76293.021
HAT + FFTformerCategory=Super-Resolution + Deblurring, Parameters (M)=20.8 + 16.6, Runtime (s)=0.352 + 1.4142025.1226.660.76343.207
BSSTNet + IARTCategory=Deblurring + Super-Resolution, Parameters (M)=52.0 + 13.4, Runtime (s)=0.025 + 1.0412025.1226.510.77113.103
FMA-NetCategory=Joint Video Super-Resolution and Deblurring, Parameters (M)=9.6, Runtime (s)=0.318, Retrained=false2025.1226.420.79582.503
Restormer + SwinIRCategory=Deblurring + Super-Resolution, Parameters (M)=26.1 + 11.9, Runtime (s)=0.043 + 0.2212025.1226.360.74993.464
FFTformer + HATCategory=Deblurring + Super-Resolution, Parameters (M)=16.6 + 20.8, Runtime (s)=0.066 + 0.3522025.1226.360.75343.256
RVRT + BasicVSR++Category=Deblurring + Super-Resolution, Parameters (M)=13.6 + 7.3, Runtime (s)=0.019 + 0.0482025.1226.350.74923.314
SwinIR + RestormerCategory=Super-Resolution + Deblurring, Parameters (M)=11.9 + 26.1, Runtime (s)=0.221 + 0.7532025.1226.230.74643.775
Ev-DeblurVSRCategory=Joint Video Super-Resolution and Deblurring, Parameters (M)=8.3, Runtime (s)=0.062, Retrained=false2025.1224.510.71543.602
DBVSRCategory=Blind Video Super-Resolution, Parameters (M)=14.1, Runtime (s)=0.096, Retrained=false2025.1224.50.72083.449