Image Deburring on GoPro v1 (test)
33.39PSNRMSSNet-large
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MSSNet-largeParam (M)=28.15, MACs (G)=4235, Time (s)=0.4572022.02 | 33.39 | 0.964 | |
| MSSNetParam (M)=15.59, MACs (G)=2159, Time (s)=0.2552022.02 | 33.01 | 0.961 | |
| HINetParam (M)=88.67, MACs (G)=2401, Time (s)=0.2472022.02 | 32.9 | 0.96 | |
| MIMO-UNet++Param (M)=16.1, MACs (G)=8683, Time (s)=1.1692022.02 | 32.68 | 0.959 | |
| MPRNetParam (M)=20.1, MACs (G)=10927, Time (s)=1.0232022.02 | 32.66 | 0.959 | |
| MIMO-UNet+Param (M)=16.1, MACs (G)=2171, Time (s)=0.2902022.02 | 32.45 | 0.957 | |
| SAPHN2022.02 | 32.02 | 0.953 | |
| MSSNet-smallParam (M)=6.75, MACs (G)=634, Time (s)=0.1042022.02 | 32.02 | 0.953 | |
| RADN2022.02 | 31.76 | 0.953 | |
| MIMO-UNetParam (M)=6.8, MACs (G)=944, Time (s)=0.1332022.02 | 31.73 | 0.951 | |
| SDNet4Param (M)=21.7, MACs (G)=3301, Time (s)=0.4142022.02 | 31.2 | 0.945 | |
| MT-RNNParam (M)=2.6, MACs (G)=2315, Time (s)=0.3232022.02 | 31.15 | 0.945 | |
| PSS-NSCParam (M)=2.84, MACs (G)=3255, Time (s)=0.3162022.02 | 30.92 | 0.942 | |
| SRNParam (M)=8.06, MACs (G)=20134, Time (s)=0.7362022.02 | 30.26 | 0.934 | |
| DMPHNParam (M)=7.23, MACs (G)=1100, Time (s)=0.1372022.02 | 30.25 | 0.935 | |
| DeepDeblurParam (M)=11.72, MACs (G)=4729, Time (s)=1.2902022.02 | 29.08 | 0.914 |