Color Image Denoising on McMaster
35.72PSNRATD-U
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ATD-Usigma=152026.03 | 35.72 | — | — | — | — | |
| Xformersigma=152026.03 | 35.68 | — | — | — | — | |
| SwinFIRsigma=152022.08 | 35.64 | — | — | — | — | |
| SwinIRsigma=152022.08 | 35.61 | — | — | — | — | |
| SwinIRNoise Level=152022.03 | 35.61 | — | — | — | — | |
| RestormerNoise Level=152022.03 | 35.61 | — | — | — | — | |
| SwinIRNoise level (σ)=152021.08 | 35.61 | — | — | — | — | |
| SwinIRsigma=152026.03 | 35.61 | — | — | — | — | |
| Restormersigma=152026.03 | 35.61 | — | — | — | — | |
| SCUNetNoise Level=152022.03 | 35.6 | — | — | — | — | |
| SCUNetsigma=152026.03 | 35.6 | — | — | — | — | |
| WholeCondense Ratio=-2025.05 | 35.53 | — | — | — | 0.9335 | |
| IDCCondense Ratio=1%2025.05 | 35.51 | — | — | — | 0.9316 | |
| UniformCondense Ratio=10%2025.05 | 35.48 | — | — | — | 0.9328 | |
| DRUNetNoise Level=152022.03 | 35.4 | — | — | — | — | |
| DRUNetNoise level (σ)=152021.08 | 35.4 | — | — | — | — | |
| DRUNetsigma=152026.03 | 35.4 | — | — | — | — | |
| BRDNetNoise Level=152022.03 | 35.08 | — | — | — | — | |
| RPCNNNoise level (σ)=152021.08 | 35.08 | — | — | — | — | |
| DSNetNoise Level=152022.03 | 34.67 | — | — | — | — | |
| DSNetNoise level (σ)=152021.08 | 34.67 | — | — | — | — | |
| FFDNetNoise Level=152022.03 | 34.66 | — | — | — | — | |
| FFDNetNoise level (σ)=152021.08 | 34.66 | — | — | — | — | |
| FFDNetsigma=152026.03 | 34.66 | — | — | — | — | |
| IRCNNNoise level (σ)=152021.08 | 34.58 | — | — | — | — | |
| IRCNNsigma=152026.03 | 34.58 | — | — | — | — | |
| BM3DNoise level (σ)=152021.08 | 34.06 | — | — | — | — | |
| BM3Dsigma=152026.03 | 34.06 | — | — | — | — | |
| RestormerNoise level (sigma)=152026.03 | 33.51 | — | — | — | 0.8944 | |
| Noise2VSTNoise level (sigma)=152026.03 | 33.48 | — | — | — | 0.8927 | |
| ATD-Usigma=252026.03 | 33.47 | — | — | — | — | |
| DnCNNNoise Level=152022.03 | 33.45 | — | — | — | — | |
| DnCNNNoise level (σ)=152021.08 | 33.45 | — | — | — | — | |
| DnCNNsigma=152026.03 | 33.45 | — | — | — | — | |
| Xformersigma=252026.03 | 33.44 | — | — | — | — | |
| RestormerNoise Level=252022.03 | 33.34 | — | — | — | — | |
| SCUNetNoise Level=252022.03 | 33.34 | — | — | — | — | |
| Restormersigma=252026.03 | 33.34 | — | — | — | — | |
| SCUNetsigma=252026.03 | 33.34 | — | — | — | — | |
| SwinIRNoise Level=252022.03 | 33.2 | — | — | — | — | |
| SwinIRNoise level (σ)=252021.08 | 33.2 | — | — | — | — | |
| SwinIRsigma=252026.03 | 33.2 | — | — | — | — | |
| DRUNetNoise Level=252022.03 | 33.14 | — | — | — | — | |
| DRUNetNoise level (σ)=252021.08 | 33.14 | — | — | — | — | |
| DRUNetsigma=252026.03 | 33.14 | — | — | — | — | |
| DnCNNNoise level (sigma)=152026.03 | 33.08 | — | — | — | 0.8895 | |
| BRDNetNoise Level=252022.03 | 32.75 | — | — | — | — | |
| BRDNetNoise level (σ)=252021.08 | 32.75 | — | — | — | — | |
| DSNetNoise Level=252022.03 | 32.4 | — | — | — | — | |
| DSNetNoise level (σ)=252021.08 | 32.4 | — | — | — | — | |
| FFDNetNoise Level=252022.03 | 32.35 | — | — | — | — | |
| FFDNetNoise level (σ)=252021.08 | 32.35 | — | — | — | — | |
| FFDNetsigma=252026.03 | 32.35 | — | — | — | — | |
| RPCNNNoise level (σ)=252021.08 | 32.33 | — | — | — | — | |
| Provably Contractive DenoiserNoise level (sigma)=152026.03 | 32.3 | — | — | — | 0.8574 | |
| IRCNNNoise level (σ)=252021.08 | 32.18 | — | — | — | — | |
| IRCNNsigma=252026.03 | 32.18 | — | — | — | — | |
| IDFNoise level (sigma)=152026.03 | 31.98 | — | — | — | 0.8361 | |
| RestormerNoise level (sigma)=252026.03 | 31.82 | — | — | — | 0.8414 | |
| Noise2VSTNoise level (sigma)=252026.03 | 31.77 | — | — | — | 0.8523 | |
| BM3DNoise level (σ)=252021.08 | 31.66 | — | — | — | — | |
| BM3Dsigma=252026.03 | 31.66 | — | — | — | — | |
| D-DRSNoise level (sigma)=152026.03 | 31.62 | — | — | — | 0.8491 | |
| DnCNNNoise Level=252022.03 | 31.52 | — | — | — | — | |
| DnCNNNoise level (σ)=252021.08 | 31.52 | — | — | — | — | |
| DnCNNsigma=252026.03 | 31.52 | — | — | — | — | |
| D-FBSNoise level (sigma)=152026.03 | 31.27 | — | — | — | 0.8497 | |
| DnCNNNoise level (sigma)=252026.03 | 30.54 | — | — | — | 0.8364 | |
| ATD-Usigma=502026.03 | 30.41 | — | — | — | — | |
| Xformersigma=502026.03 | 30.38 | — | — | — | — | |
| RestormerNoise Level=502022.03 | 30.3 | — | — | — | — | |
| Restormersigma=502026.03 | 30.3 | — | — | — | — | |
| SCUNetNoise Level=502022.03 | 30.29 | — | — | — | — | |
| SCUNetsigma=502026.03 | 30.29 | — | — | — | — | |
| SwinIRNoise Level=502022.03 | 30.22 | — | — | — | — | |
| SwinIRNoise level (σ)=502021.08 | 30.22 | — | — | — | — | |
| SwinIRsigma=502026.03 | 30.22 | — | — | — | — | |
| DRUNetNoise Level=502022.03 | 30.08 | — | — | — | — | |
| DRUNetNoise level (σ)=502021.08 | 30.08 | — | — | — | — | |
| DRUNetsigma=502026.03 | 30.08 | — | — | — | — | |
| IPTNoise Level=502022.03 | 29.98 | — | — | — | — | |
| RDNNoise level (σ)=502021.08 | 29.98 | — | — | — | — | |
| RNANNoise Level=502022.03 | 29.72 | — | — | — | — | |
| RNANNoise level (σ)=502021.08 | 29.72 | — | — | — | — | |
| RNANsigma=502026.03 | 29.72 | — | — | — | — | |
| BRDNetNoise Level=502022.03 | 29.52 | — | — | — | — | |
| BRDNetNoise level (σ)=502021.08 | 29.52 | — | — | — | — | |
| RPCNNNoise level (σ)=502021.08 | 29.33 | — | — | — | — | |
| Provably Contractive DenoiserNoise level (sigma)=252026.03 | 29.32 | — | — | — | 0.8023 | |
| DSNetNoise Level=502022.03 | 29.28 | — | — | — | — | |
| DSNetNoise level (σ)=502021.08 | 29.28 | — | — | — | — | |
| FFDNetNoise Level=502022.03 | 29.18 | — | — | — | — | |
| FFDNetNoise level (σ)=502021.08 | 29.18 | — | — | — | — | |
| FFDNetsigma=502026.03 | 29.18 | — | — | — | — | |
| IDFNoise level (sigma)=252026.03 | 29.01 | — | — | — | 0.7825 | |
| IRCNNNoise level (σ)=502021.08 | 28.91 | — | — | — | — | |
| IRCNNsigma=502026.03 | 28.91 | — | — | — | — | |
| D-DRSNoise level (sigma)=252026.03 | 28.86 | — | — | — | 0.7821 | |
| DnCNNNoise Level=502022.03 | 28.62 | — | — | — | — | |
| DnCNNNoise level (σ)=502021.08 | 28.62 | — | — | — | — |