Image Deblurring on Kodak24
29.21PSNRProvably Contractive Denoiser
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Provably Contractive DenoiserFramework=PnP-FBS, Kernel=90% sparse kernel2026.03 | 29.21 | 79.99 | |
| Provably Contractive DenoiserFramework=PnP-FBS, Kernel=kernel 12026.03 | 28.53 | 78.5 | |
| DRSFramework=PnP-FBS, Kernel=90% sparse kernel2026.03 | 27.91 | 74.51 | |
| RestormerFramework=PnP-FBS, Kernel=kernel 12026.03 | 27.74 | 73.39 | |
| FBSFramework=PnP-FBS, Kernel=90% sparse kernel2026.03 | 27.45 | 74.56 | |
| DnCNNFramework=PnP-FBS, Kernel=90% sparse kernel2026.03 | 27.45 | 67.72 | |
| DRSFramework=PnP-FBS, Kernel=kernel 12026.03 | 27.38 | 74.1 | |
| FBSFramework=PnP-FBS, Kernel=kernel 12026.03 | 27.03 | 74.12 | |
| DnCNNFramework=PnP-FBS, Kernel=kernel 12026.03 | 26.83 | 63.44 | |
| Provably Contractive DenoiserFramework=PnP-FBS, Blur Type=Gaussian, sigma=2.0, Kernel Size=9 x 92026.03 | 26.76 | 74.54 | |
| DRSFramework=PnP-FBS, Blur Type=Gaussian, sigma=2.0, Kernel Size=9 x 92026.03 | 26.58 | 73 | |
| DnCNNFramework=PnP-FBS, Blur Type=Gaussian, sigma=2.0, Kernel Size=9 x 92026.03 | 26.55 | 71.59 | |
| FBSFramework=PnP-FBS, Blur Type=Gaussian, sigma=2.0, Kernel Size=9 x 92026.03 | 26.48 | 73.13 | |
| Noise2VSTFramework=PnP-FBS, Blur Type=Gaussian, sigma=2.0, Kernel Size=9 x 92026.03 | 26.13 | 69.76 | |
| Noise2VSTFramework=PnP-FBS, Kernel=kernel 12026.03 | 26.11 | 67.79 | |
| DnCNNblur_type=diagonal motion blur, kernel_size=15 × 15, framework=PnP-FBS2026.03 | 26.1 | 69.62 | |
| Provably Contractive Denoiserblur_type=diagonal motion blur, kernel_size=15 × 15, framework=PnP-FBS2026.03 | 25.89 | 70.12 | |
| RestormerFramework=PnP-FBS, Blur Type=Gaussian, sigma=2.0, Kernel Size=9 x 92026.03 | 25.86 | 63.3 | |
| Noise2VSTFramework=PnP-FBS, Kernel=90% sparse kernel2026.03 | 25.82 | 64.9 | |
| IDFFramework=PnP-FBS, Blur Type=Gaussian, sigma=2.0, Kernel Size=9 x 92026.03 | 25.76 | 68.56 | |
| DRSblur_type=diagonal motion blur, kernel_size=15 × 15, framework=PnP-FBS2026.03 | 25.51 | 67.62 | |
| FBSblur_type=diagonal motion blur, kernel_size=15 × 15, framework=PnP-FBS2026.03 | 25.31 | 67.48 | |
| IDFFramework=PnP-FBS, Kernel=kernel 12026.03 | 25.3 | 65.73 | |
| IDFFramework=PnP-FBS, Kernel=90% sparse kernel2026.03 | 25.24 | 64.3 | |
| RestormerFramework=PnP-FBS, Kernel=90% sparse kernel2026.03 | 25.24 | 66.92 | |
| Restormerblur_type=diagonal motion blur, kernel_size=15 × 15, framework=PnP-FBS2026.03 | 24.96 | 66.4 | |
| Noise2VSTblur_type=diagonal motion blur, kernel_size=15 × 15, framework=PnP-FBS2026.03 | 24.79 | 63.2 | |
| IDFblur_type=diagonal motion blur, kernel_size=15 × 15, framework=PnP-FBS2026.03 | 24.36 | 62.5 |