Joint Video Super-Resolution and Deblurring on REDS4-ME 5:4 exposure level (test)
29.66PSNRFMA-Net++
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| FMA-Net++Category=Joint Video Super-Resolution and Deblurring, Parameters (M)=12.8, Runtime (s)=0.074, Retrained=false2025.12 | 29.66 | 0.8546 | 1.688 | |
| FMA-NetCategory=Joint Video Super-Resolution and Deblurring, Parameters (M)=9.6, Runtime (s)=0.318, Retrained=true2025.12 | 29.04 | 0.8275 | 1.891 | |
| BSSTNetCategory=Joint Video Super-Resolution and Deblurring, Parameters (M)=52.0, Runtime (s)=0.548, Retrained=true2025.12 | 28.75 | 0.8342 | 1.893 | |
| IARTCategory=Joint Video Super-Resolution and Deblurring, Parameters (M)=13.4, Runtime (s)=1.041, Retrained=true2025.12 | 28.23 | 0.8153 | 2.143 | |
| RVRTCategory=Joint Video Super-Resolution and Deblurring, Parameters (M)=12.9, Runtime (s)=0.385, Retrained=true2025.12 | 28.11 | 0.8093 | 2.136 | |
| BasicVSR++Category=Joint Video Super-Resolution and Deblurring, Parameters (M)=7.3, Runtime (s)=0.048, Retrained=true2025.12 | 27.7 | 0.7922 | 2.302 | |
| IART + BSSTNetCategory=Super-Resolution + Deblurring, Parameters (M)=13.4 + 52.0, Runtime (s)=1.041 + 0.4822025.12 | 27.5 | 0.8006 | 2.578 | |
| RestormerCategory=Joint Video Super-Resolution and Deblurring, Parameters (M)=26.5, Runtime (s)=0.045, Retrained=true2025.12 | 27.45 | 0.7851 | 2.161 | |
| Ev-DeblurVSRCategory=Joint Video Super-Resolution and Deblurring, Parameters (M)=8.3, Runtime (s)=0.062, Retrained=true2025.12 | 27.4 | 0.7839 | 2.521 | |
| BasicVSR++ + RVRTCategory=Super-Resolution + Deblurring, Parameters (M)=7.3 + 13.6, Runtime (s)=0.048 + 0.3492025.12 | 27.28 | 0.7901 | 2.887 | |
| DBVSRCategory=Joint Video Super-Resolution and Deblurring, Parameters (M)=14.1, Runtime (s)=0.096, Retrained=true2025.12 | 26.77 | 0.7629 | 3.021 | |
| HAT + FFTformerCategory=Super-Resolution + Deblurring, Parameters (M)=20.8 + 16.6, Runtime (s)=0.352 + 1.4142025.12 | 26.66 | 0.7634 | 3.207 | |
| BSSTNet + IARTCategory=Deblurring + Super-Resolution, Parameters (M)=52.0 + 13.4, Runtime (s)=0.025 + 1.0412025.12 | 26.51 | 0.7711 | 3.103 | |
| FMA-NetCategory=Joint Video Super-Resolution and Deblurring, Parameters (M)=9.6, Runtime (s)=0.318, Retrained=false2025.12 | 26.42 | 0.7958 | 2.503 | |
| Restormer + SwinIRCategory=Deblurring + Super-Resolution, Parameters (M)=26.1 + 11.9, Runtime (s)=0.043 + 0.2212025.12 | 26.36 | 0.7499 | 3.464 | |
| FFTformer + HATCategory=Deblurring + Super-Resolution, Parameters (M)=16.6 + 20.8, Runtime (s)=0.066 + 0.3522025.12 | 26.36 | 0.7534 | 3.256 | |
| RVRT + BasicVSR++Category=Deblurring + Super-Resolution, Parameters (M)=13.6 + 7.3, Runtime (s)=0.019 + 0.0482025.12 | 26.35 | 0.7492 | 3.314 | |
| SwinIR + RestormerCategory=Super-Resolution + Deblurring, Parameters (M)=11.9 + 26.1, Runtime (s)=0.221 + 0.7532025.12 | 26.23 | 0.7464 | 3.775 | |
| Ev-DeblurVSRCategory=Joint Video Super-Resolution and Deblurring, Parameters (M)=8.3, Runtime (s)=0.062, Retrained=false2025.12 | 24.51 | 0.7154 | 3.602 | |
| DBVSRCategory=Blind Video Super-Resolution, Parameters (M)=14.1, Runtime (s)=0.096, Retrained=false2025.12 | 24.5 | 0.7208 | 3.449 |