Image Deblurring on Urban100
26.33PSNRProvably Contractive Denoiser
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Provably Contractive DenoiserFramework=PnP-FBS, Kernel=90% sparse kernel2026.03 | 26.33 | 80.99 | |
| DnCNNFramework=PnP-FBS, Kernel=90% sparse kernel2026.03 | 25.86 | 74.19 | |
| Provably Contractive DenoiserFramework=PnP-FBS, Kernel=kernel 12026.03 | 25.63 | 0.8009 | |
| RestormerFramework=PnP-FBS, Kernel=kernel 12026.03 | 25.5 | 0.7705 | |
| DRSFramework=PnP-FBS, Kernel=90% sparse kernel2026.03 | 25.48 | 77.41 | |
| RestormerFramework=PnP-FBS, Kernel=90% sparse kernel2026.03 | 25.26 | 73.97 | |
| DnCNNFramework=PnP-FBS, Kernel=kernel 12026.03 | 25.02 | 0.6908 | |
| FBSFramework=PnP-FBS, Kernel=90% sparse kernel2026.03 | 24.59 | 76 | |
| DRSFramework=PnP-FBS, Kernel=kernel 12026.03 | 24.39 | 0.7557 | |
| FBSFramework=PnP-FBS, Kernel=kernel 12026.03 | 23.87 | 0.7414 | |
| Provably Contractive DenoiserFramework=PnP-FBS, Blur Type=Gaussian, sigma=2.0, Kernel Size=9 x 92026.03 | 23.69 | 0.742 | |
| DnCNNFramework=PnP-FBS, Blur Type=Gaussian, sigma=2.0, Kernel Size=9 x 92026.03 | 23.67 | 0.7259 | |
| Noise2VSTFramework=PnP-FBS, Kernel=kernel 12026.03 | 23.66 | 0.7126 | |
| DRSFramework=PnP-FBS, Blur Type=Gaussian, sigma=2.0, Kernel Size=9 x 92026.03 | 23.41 | 0.7313 | |
| Noise2VSTFramework=PnP-FBS, Kernel=90% sparse kernel2026.03 | 23.33 | 73.69 | |
| FBSFramework=PnP-FBS, Blur Type=Gaussian, sigma=2.0, Kernel Size=9 x 92026.03 | 23.28 | 0.7244 | |
| RestormerFramework=PnP-FBS, Blur Type=Gaussian, sigma=2.0, Kernel Size=9 x 92026.03 | 23.26 | 0.6584 | |
| Noise2VSTFramework=PnP-FBS, Blur Type=Gaussian, sigma=2.0, Kernel Size=9 x 92026.03 | 23.2 | 0.7105 | |
| Provably Contractive Denoiserblur_type=diagonal motion blur, kernel_size=15 × 15, framework=PnP-FBS2026.03 | 22.58 | 0.6824 | |
| IDFFramework=PnP-FBS, Kernel=90% sparse kernel2026.03 | 22.56 | 63.9 | |
| DnCNNblur_type=diagonal motion blur, kernel_size=15 × 15, framework=PnP-FBS2026.03 | 22.49 | 0.6657 | |
| IDFFramework=PnP-FBS, Blur Type=Gaussian, sigma=2.0, Kernel Size=9 x 92026.03 | 22.47 | 0.6665 | |
| Restormerblur_type=diagonal motion blur, kernel_size=15 × 15, framework=PnP-FBS2026.03 | 22.23 | 0.6325 | |
| DRSblur_type=diagonal motion blur, kernel_size=15 × 15, framework=PnP-FBS2026.03 | 22.11 | 0.6562 | |
| IDFFramework=PnP-FBS, Kernel=kernel 12026.03 | 22.09 | 0.6263 | |
| FBSblur_type=diagonal motion blur, kernel_size=15 × 15, framework=PnP-FBS2026.03 | 21.88 | 0.6455 | |
| Noise2VSTblur_type=diagonal motion blur, kernel_size=15 × 15, framework=PnP-FBS2026.03 | 21.83 | 0.625 | |
| IDFblur_type=diagonal motion blur, kernel_size=15 × 15, framework=PnP-FBS2026.03 | 20.81 | 0.5878 |