Video Deblurring on GoPro 45 (test)
35.88PSNRGroup Shift-Net (Ours+)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Group Shift-Net (Ours+)Params (M)=12.3, FLOPS (G)=151.32022.06 | 35.88 | 0.979 | |
| Group Shift-Net (Ours)Params (M)=10.5, FLOPS (G)=146.52022.06 | 35.49 | 0.976 | |
| Group Shift-Net (Ours-s)Params (M)=4.1, FLOPS (G)=47.12022.06 | 35.22 | 0.975 | |
| VRTParams (M)=18.3, FLOPS (G)=721.32022.06 | 34.81 | 0.972 | |
| NAFNetParams (M)=67.8, FLOPS (G)=63.32022.06 | 33.69 | 0.967 | |
| RNN-MBPParams (M)=16.4, FLOPS (G)=496.02022.06 | 33.32 | 0.963 | |
| MSDIParams (M)=241.3, FLOPS (G)=336.42022.06 | 33.28 | 0.964 | |
| MPRNetParams (M)=20.1, FLOPS (G)=760.12022.06 | 32.66 | 0.959 | |
| TSPParams (M)=16.17, FLOPS (G)=357.92022.06 | 31.67 | 0.928 | |
| STFANParams (M)=5.37, FLOPS (G)=35.42022.06 | 28.59 | 0.861 | |
| Su et al.Params (M)=15.3, FLOPS (G)=38.72022.06 | 27.31 | 0.826 | |
| EDVRParams (M)=20.6, FLOPS (G)=194.22022.06 | 26.83 | 0.843 |