Joint Video Super-Resolution and Deblurring on REDS4-ME 5:5 exposure level (test)
29.24PSNRFMA-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 | 29.24 | 84.53 | 1.956 | |
| FMA-NetCategory=Joint Video Super-Resolution and Deblurring, Parameters (M)=9.6, Runtime (s)=0.318, Retrained=true2025.12 | 28.51 | 81.36 | 2.269 | |
| BSSTNetCategory=Joint Video Super-Resolution and Deblurring, Parameters (M)=52.0, Runtime (s)=0.548, Retrained=true2025.12 | 28.11 | 81.19 | 2.298 | |
| IARTCategory=Joint Video Super-Resolution and Deblurring, Parameters (M)=13.4, Runtime (s)=1.041, Retrained=true2025.12 | 27.64 | 79.72 | 2.59 | |
| RVRTCategory=Joint Video Super-Resolution and Deblurring, Parameters (M)=12.9, Runtime (s)=0.385, Retrained=true2025.12 | 27.58 | 79.44 | 2.558 | |
| IART + BSSTNetCategory=Super-Resolution + Deblurring, Parameters (M)=13.4 + 52.0, Runtime (s)=1.041 + 0.4822025.12 | 27.26 | 78.88 | 2.721 | |
| BasicVSR++Category=Joint Video Super-Resolution and Deblurring, Parameters (M)=7.3, Runtime (s)=0.048, Retrained=true2025.12 | 27.14 | 77.7 | 2.746 | |
| RestormerCategory=Joint Video Super-Resolution and Deblurring, Parameters (M)=26.5, Runtime (s)=0.045, Retrained=true2025.12 | 27.12 | 77.5 | 2.516 | |
| BasicVSR++ + RVRTCategory=Super-Resolution + Deblurring, Parameters (M)=7.3 + 13.6, Runtime (s)=0.048 + 0.3492025.12 | 26.98 | 76.21 | 3.164 | |
| Ev-DeblurVSRCategory=Joint Video Super-Resolution and Deblurring, Parameters (M)=8.3, Runtime (s)=0.062, Retrained=true2025.12 | 26.82 | 76.72 | 3.059 | |
| FMA-NetCategory=Joint Video Super-Resolution and Deblurring, Parameters (M)=9.6, Runtime (s)=0.318, Retrained=false2025.12 | 26.67 | 80.05 | 2.443 | |
| BSSTNet + IARTCategory=Deblurring + Super-Resolution, Parameters (M)=52.0 + 13.4, Runtime (s)=0.025 + 1.0412025.12 | 26.33 | 75.64 | 3.313 | |
| DBVSRCategory=Joint Video Super-Resolution and Deblurring, Parameters (M)=14.1, Runtime (s)=0.096, Retrained=true2025.12 | 26.07 | 74.05 | 3.765 | |
| RVRT + BasicVSR++Category=Deblurring + Super-Resolution, Parameters (M)=13.6 + 7.3, Runtime (s)=0.019 + 0.0482025.12 | 25.95 | 74.24 | 3.61 | |
| HAT + FFTformerCategory=Super-Resolution + Deblurring, Parameters (M)=20.8 + 16.6, Runtime (s)=0.352 + 1.4142025.12 | 25.92 | 74 | 3.995 | |
| FFTformer + HATCategory=Deblurring + Super-Resolution, Parameters (M)=16.6 + 20.8, Runtime (s)=0.066 + 0.3522025.12 | 25.87 | 73.56 | 3.739 | |
| Restormer + SwinIRCategory=Deblurring + Super-Resolution, Parameters (M)=26.1 + 11.9, Runtime (s)=0.043 + 0.2212025.12 | 25.84 | 73.16 | 3.948 | |
| SwinIR + RestormerCategory=Super-Resolution + Deblurring, Parameters (M)=11.9 + 26.1, Runtime (s)=0.221 + 0.7532025.12 | 25.53 | 72.29 | 4.558 | |
| Ev-DeblurVSRCategory=Joint Video Super-Resolution and Deblurring, Parameters (M)=8.3, Runtime (s)=0.062, Retrained=false2025.12 | 24.38 | 70.47 | 4.094 | |
| DBVSRCategory=Blind Video Super-Resolution, Parameters (M)=14.1, Runtime (s)=0.096, Retrained=false2025.12 | 22.19 | 61.22 | 4.554 |