Color Image Denoising on Kodak24
37.33PSNRRDN+
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RDN+Noise level (sigma)=102018.12 | 37.33 | — | |
| RDNNoise level (sigma)=102018.12 | 37.31 | — | |
| DnCNNNoise level (sigma)=102018.12 | 36.98 | — | |
| FFDNetNoise level (sigma)=102018.12 | 36.81 | — | |
| IRCNNNoise level (sigma)=102018.12 | 36.7 | — | |
| CBM3DNoise level (sigma)=102018.12 | 36.57 | — | |
| RestormerNoise Level=152022.03 | 35.47 | — | |
| SwinIRNoise Level=152022.03 | 35.34 | — | |
| SCUNetNoise Level=152022.03 | 35.34 | — | |
| SwinIRNoise level (σ)=152021.08 | 35.34 | — | |
| DRUNetNoise Level=152022.03 | 35.31 | — | |
| DRUNetNoise level (σ)=152021.08 | 35.31 | — | |
| WholeCondense Ratio=-2025.05 | 35.28 | 92.92 | |
| UniformCondense Ratio=10%2025.05 | 35.26 | 92.88 | |
| IDCCondense Ratio=1%2025.05 | 35.26 | 92.91 | |
| REDNoise level (sigma)=102018.12 | 34.91 | — | |
| ClearAIRNoise level (sigma)=15, Setting=Single-task2026.01 | 34.9 | — | |
| BRDNetNoise Level=152022.03 | 34.88 | — | |
| RPCNNNoise level (σ)=152021.08 | 34.88 | — | |
| AirNetNoise level (sigma)=15, Setting=Single-task2026.01 | 34.81 | — | |
| RestormerNoise level (sigma)=15, Setting=Single-task2026.01 | 34.78 | — | |
| IDRNoise level (sigma)=15, Setting=Single-task2026.01 | 34.78 | — | |
| ADFNetNoise level (sigma)=15, Setting=Single-task2026.01 | 34.77 | — | |
| FSNetNoise level (sigma)=15, Setting=Single-task2026.01 | 34.75 | — | |
| IRCNNNoise level (σ)=152021.08 | 34.69 | — | |
| Noise2VSTNoise level (sigma)=152026.03 | 34.64 | 92.21 | |
| Noise2VSTsigma=15, Training dataset=BSD5002026.03 | 34.64 | 92.21 | |
| FFDNetNoise Level=152022.03 | 34.63 | — | |
| DSNetNoise Level=152022.03 | 34.63 | — | |
| FFDNetNoise level (sigma)=15, Setting=Single-task2026.01 | 34.63 | — | |
| FFDNetNoise level (σ)=152021.08 | 34.63 | — | |
| DSNetNoise level (σ)=152021.08 | 34.63 | — | |
| RestormerNoise level (sigma)=152026.03 | 34.62 | 92.37 | |
| Restormersigma=15, Training dataset=BSD5002026.03 | 34.62 | 92.37 | |
| DnCNNNoise Level=152022.03 | 34.6 | — | |
| DnCNNNoise level (sigma)=15, Setting=Single-task2026.01 | 34.6 | — | |
| DnCNNNoise level (σ)=152021.08 | 34.6 | — | |
| DGUNetNoise level (sigma)=15, Setting=Single-task2026.01 | 34.56 | — | |
| DnCNNNoise level (sigma)=152026.03 | 34.37 | 92.19 | |
| DnCNNsigma=15, Training dataset=BSD5002026.03 | 34.37 | 92.19 | |
| TNRDNoise level (sigma)=102018.12 | 34.33 | — | |
| BM3DNoise level (σ)=152021.08 | 34.28 | — | |
| NAFNetNoise level (sigma)=15, Setting=Single-task2026.01 | 34.27 | — | |
| Provably Contractive DenoiserNoise level (sigma)=152026.03 | 33.42 | 90.2 | |
| Provably Contractive Denoisersigma=15, Training dataset=BSD5002026.03 | 33.42 | 90.2 | |
| TAPENoise level (sigma)=15, Setting=Single-task2026.01 | 33.24 | — | |
| RestormerNoise Level=252022.03 | 33.04 | — | |
| SCUNetNoise Level=252022.03 | 32.92 | — | |
| DRUNetNoise Level=252022.03 | 32.89 | — | |
| SwinIRNoise Level=252022.03 | 32.89 | — | |
| DRUNetNoise level (σ)=252021.08 | 32.89 | — | |
| SwinIRNoise level (σ)=252021.08 | 32.89 | — | |
| IDFNoise level (sigma)=152026.03 | 32.87 | 88.39 | |
| IDFsigma=15, Training dataset=BSD5002026.03 | 32.87 | 88.39 | |
| ClearAIRNoise level (sigma)=25, Setting=Single-task2026.01 | 32.52 | — | |
| AirNetNoise level (sigma)=25, Setting=Single-task2026.01 | 32.44 | — | |
| IDRNoise level (sigma)=25, Setting=Single-task2026.01 | 32.42 | — | |
| BRDNetNoise Level=252022.03 | 32.41 | — | |
| BRDNetNoise level (σ)=252021.08 | 32.41 | — | |
| FSNetNoise level (sigma)=25, Setting=Single-task2026.01 | 32.38 | — | |
| RestormerNoise level (sigma)=25, Setting=Single-task2026.01 | 32.37 | — | |
| RPCNNNoise level (σ)=252021.08 | 32.34 | — | |
| Noise2VSTNoise level (sigma)=252026.03 | 32.33 | 88.98 | |
| Noise2VSTsigma=25, Training dataset=BSD5002026.03 | 32.33 | 88.98 | |
| ADFNetNoise level (sigma)=25, Setting=Single-task2026.01 | 32.22 | — | |
| IRCNNNoise level (σ)=252021.08 | 32.18 | — | |
| DSNetNoise Level=252022.03 | 32.16 | — | |
| DSNetNoise level (σ)=252021.08 | 32.16 | — | |
| BM3DNoise level (σ)=252021.08 | 32.15 | — | |
| DnCNNNoise Level=252022.03 | 32.14 | — | |
| DnCNNNoise level (sigma)=25, Setting=Single-task2026.01 | 32.14 | — | |
| DnCNNNoise level (σ)=252021.08 | 32.14 | — | |
| FFDNetNoise Level=252022.03 | 32.13 | — | |
| FFDNetNoise level (sigma)=25, Setting=Single-task2026.01 | 32.13 | — | |
| FFDNetNoise level (σ)=252021.08 | 32.13 | — | |
| DGUNetNoise level (sigma)=25, Setting=Single-task2026.01 | 32.1 | — | |
| RDN+Noise level (sigma)=302018.12 | 31.98 | — | |
| RDNNoise level (sigma)=302018.12 | 31.94 | — | |
| RestormerNoise level (sigma)=252026.03 | 31.93 | 88.14 | |
| Restormersigma=25, Training dataset=BSD5002026.03 | 31.93 | 88.14 | |
| NAFNetNoise level (sigma)=25, Setting=Single-task2026.01 | 31.8 | — | |
| DnCNNNoise level (sigma)=252026.03 | 31.7 | 88.37 | |
| DnCNNsigma=25, Training dataset=BSD5002026.03 | 31.7 | 88.37 | |
| DnCNNNoise level (sigma)=302018.12 | 31.39 | — | |
| FFDNetNoise level (sigma)=302018.12 | 31.39 | — | |
| IRCNNNoise level (sigma)=302018.12 | 31.24 | — | |
| D-FBSNoise level (sigma)=152026.03 | 31.2 | 83.15 | |
| D-FBSsigma=15, Training dataset=BSD5002026.03 | 31.2 | 83.15 | |
| D-DRSNoise level (sigma)=152026.03 | 31.05 | 84.65 | |
| D-DRSsigma=15, Training dataset=BSD5002026.03 | 31.05 | 84.65 | |
| CBM3DNoise level (sigma)=302018.12 | 30.89 | — | |
| TAPENoise level (sigma)=25, Setting=Single-task2026.01 | 30.7 | — | |
| Provably Contractive DenoiserNoise level (sigma)=252026.03 | 30.67 | 84.46 | |
| Provably Contractive Denoisersigma=25, Training dataset=BSD5002026.03 | 30.67 | 84.46 | |
| IDFNoise level (sigma)=252026.03 | 30.64 | 84.1 | |
| IDFsigma=25, Training dataset=BSD5002026.03 | 30.64 | 84.1 | |
| RestormerNoise Level=502022.03 | 30.01 | — | |
| SCUNetNoise Level=502022.03 | 29.87 | — | |
| DRUNetNoise Level=502022.03 | 29.86 | — | |
| DRUNetNoise level (σ)=502021.08 | 29.86 | — |