Image Deblurring on Urban100 (test)
29.34PSNRRDN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RDN2018.12 | 29.34 | 88.86 | |
| IRCNN2018.12 | 27.7 | 85.77 | |
| Provably Contractive DenoiserFramework=PnP-FBS, Blur Type=Anisotropic Gaussian, Kernel Size=21x21, σx=3.0, σy=1.02026.03 | 23.36 | 72.8 | |
| DnCNNFramework=PnP-FBS, Blur Type=Anisotropic Gaussian, Kernel Size=21x21, σx=3.0, σy=1.02026.03 | 23.32 | 69.45 | |
| DRSFramework=PnP-FBS, Blur Type=Anisotropic Gaussian, Kernel Size=21x21, σx=3.0, σy=1.02026.03 | 23.17 | 71.15 | |
| Noise2VSTFramework=PnP-FBS, Blur Type=Anisotropic Gaussian, Kernel Size=21x21, σx=3.0, σy=1.02026.03 | 23.16 | 70.06 | |
| FBSFramework=PnP-FBS, Blur Type=Anisotropic Gaussian, Kernel Size=21x21, σx=3.0, σy=1.02026.03 | 23.01 | 70.8 | |
| RestormerFramework=PnP-FBS, Blur Type=Anisotropic Gaussian, Kernel Size=21x21, σx=3.0, σy=1.02026.03 | 22.8 | 61.65 | |
| Provably Contractive DenoiserFramework=PnP-FBS, Blur Type=Box Blur, Kernel Size=9x9 uniform2026.03 | 22.69 | 66.72 | |
| DnCNNFramework=PnP-FBS, Blur Type=Box Blur, Kernel Size=9x9 uniform2026.03 | 22.66 | 62.4 | |
| BlurryInput State=Unprocessed blurry image2018.12 | 22.38 | 67.32 | |
| DRSFramework=PnP-FBS, Blur Type=Box Blur, Kernel Size=9x9 uniform2026.03 | 22.24 | 66.45 | |
| PoLBlur Sigma=22020.08 | 22.14 | — | |
| IDFFramework=PnP-FBS, Blur Type=Anisotropic Gaussian, Kernel Size=21x21, σx=3.0, σy=1.02026.03 | 22.1 | 64.96 | |
| RestormerFramework=PnP-FBS, Blur Type=Box Blur, Kernel Size=9x9 uniform2026.03 | 22.06 | 52.61 | |
| FBSFramework=PnP-FBS, Blur Type=Box Blur, Kernel Size=9x9 uniform2026.03 | 22.03 | 65.35 | |
| Noise2VSTFramework=PnP-FBS, Blur Type=Box Blur, Kernel Size=9x9 uniform2026.03 | 21.92 | 62.68 | |
| IDFFramework=PnP-FBS, Blur Type=Box Blur, Kernel Size=9x9 uniform2026.03 | 21.21 | 59.5 | |
| CycleGANBlur Sigma=22020.08 | 20.37 | — | |
| PoLBlur Sigma=42020.08 | 19.22 | — | |
| CycleGANBlur Sigma=42020.08 | 18.55 | — | |
| PoLBlur Sigma=82020.08 | 17.53 | — | |
| PoLBlur Sigma=162020.08 | 16.16 | — | |
| CycleGANBlur Sigma=162020.08 | 16.11 | — | |
| CycleGANBlur Sigma=82020.08 | 16.09 | — | |
| PoLBlur Sigma=242020.08 | 15.48 | — | |
| CycleGANBlur Sigma=242020.08 | 12.88 | — |