Image Deblurring on CBSD68
28.4PSNRProvably Contractive Denoiser
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Provably Contractive DenoiserFramework=PnP-FBS, Kernel=90% sparse kernel2026.03 | 28.4 | 80.63 | |
| Provably Contractive DenoiserFramework=PnP-FBS, Kernel=kernel 12026.03 | 27.5 | 77.97 | |
| DnCNNFramework=PnP-FBS, Kernel=90% sparse kernel2026.03 | 27.11 | 71.79 | |
| DRSFramework=PnP-FBS, Kernel=90% sparse kernel2026.03 | 27.03 | 74.38 | |
| FBSFramework=PnP-FBS, Kernel=90% sparse kernel2026.03 | 26.62 | 74.03 | |
| DRSFramework=PnP-FBS, Kernel=kernel 12026.03 | 26.44 | 73 | |
| DnCNNFramework=PnP-FBS, Kernel=kernel 12026.03 | 26.41 | 68 | |
| RestormerFramework=PnP-FBS, Kernel=kernel 12026.03 | 26.33 | 71.61 | |
| FBSFramework=PnP-FBS, Kernel=kernel 12026.03 | 26.14 | 72.76 | |
| Provably Contractive DenoiserFramework=PnP-FBS, Blur Type=Gaussian, sigma=2.0, Kernel Size=9 x 92026.03 | 26.03 | 73.29 | |
| DRSFramework=PnP-FBS, Blur Type=Gaussian, sigma=2.0, Kernel Size=9 x 92026.03 | 25.84 | 71.63 | |
| FBSFramework=PnP-FBS, Blur Type=Gaussian, sigma=2.0, Kernel Size=9 x 92026.03 | 25.79 | 71.7 | |
| DnCNNFramework=PnP-FBS, Blur Type=Gaussian, sigma=2.0, Kernel Size=9 x 92026.03 | 25.75 | 71.67 | |
| Noise2VSTFramework=PnP-FBS, Blur Type=Gaussian, sigma=2.0, Kernel Size=9 x 92026.03 | 25.36 | 67.95 | |
| RestormerFramework=PnP-FBS, Kernel=90% sparse kernel2026.03 | 25.35 | 70.13 | |
| RestormerFramework=PnP-FBS, Blur Type=Gaussian, sigma=2.0, Kernel Size=9 x 92026.03 | 25.2 | 64.86 | |
| DnCNNblur_type=diagonal motion blur, kernel_size=15 × 15, framework=PnP-FBS2026.03 | 25.08 | 68.85 | |
| Noise2VSTFramework=PnP-FBS, Kernel=kernel 12026.03 | 25.05 | 64.79 | |
| IDFFramework=PnP-FBS, Blur Type=Gaussian, sigma=2.0, Kernel Size=9 x 92026.03 | 25.04 | 65.76 | |
| Provably Contractive Denoiserblur_type=diagonal motion blur, kernel_size=15 × 15, framework=PnP-FBS2026.03 | 24.98 | 68.51 | |
| Noise2VSTFramework=PnP-FBS, Kernel=90% sparse kernel2026.03 | 24.72 | 61.3 | |
| DRSblur_type=diagonal motion blur, kernel_size=15 × 15, framework=PnP-FBS2026.03 | 24.63 | 65.7 | |
| IDFFramework=PnP-FBS, Kernel=kernel 12026.03 | 24.47 | 62.51 | |
| FBSblur_type=diagonal motion blur, kernel_size=15 × 15, framework=PnP-FBS2026.03 | 24.47 | 65.38 | |
| IDFFramework=PnP-FBS, Kernel=90% sparse kernel2026.03 | 24.26 | 60.09 | |
| Restormerblur_type=diagonal motion blur, kernel_size=15 × 15, framework=PnP-FBS2026.03 | 23.96 | 64.73 | |
| Noise2VSTblur_type=diagonal motion blur, kernel_size=15 × 15, framework=PnP-FBS2026.03 | 23.72 | 59.45 | |
| IDFblur_type=diagonal motion blur, kernel_size=15 × 15, framework=PnP-FBS2026.03 | 23.46 | 58.57 |