UDC Image Restoration on Synthetic UDC dataset HDRI Haven (test)
46.71PSNRUCMNet
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| UCMNet#Params (M)=3.22026.04 | 46.71 | 99.42 | 0.011 | 0.015 | |
| FSI#Params (M)=5.32026.04 | 45.69 | 99.3 | 0.0126 | 0.0206 | |
| BNUDC#Params (M)=4.62026.04 | 45.56 | 99.4 | 0.011 | 0.0155 | |
| UDC-UNet#Params (M)=5.72026.04 | 45.37 | 98.98 | 0.0162 | 0.0175 | |
| DISCNet#Params (M)=3.82026.04 | 43.27 | 98.77 | 0.0108 | 0.0182 | |
| SFTMD#Params (M)=3.92026.04 | 42.35 | 98.63 | 0.0123 | — | |
| SRUDC-fullParams (M)=8.734, MACs (G)=240.362023.08 | 36.02 | 98.33 | 0.0322 | — | |
| SRUDC-lightParams (M)=3.105, MACs (G)=106.792023.08 | 35.56 | 98.04 | 0.0365 | — | |
| BNUDCParams (M)=4.575, MACs (G)=317.382023.08 | 34.91 | 97.77 | 0.0331 | — | |
| UDCUNetParams (M)=1.406, MACs (G)=402.162023.08 | 31.33 | 97.59 | 0.0459 | — | |
| DWFormerParams (M)=1.447, MACs (G)=131.842023.08 | 28.85 | 93.92 | 0.1366 | — | |
| DAGFParams (M)=1.117, MACs (G)=45.892023.08 | 27.12 | 92.3 | 0.1024 | — | |
| DISCNetParams (M)=3.442, MACs (G)=272.332023.08 | 25.54 | 92.46 | 0.1508 | — |