Image Denoising on DND sRGB (test)
39.59PSNRSADNet (ours)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SADNet (ours)Blind/Non-blind=Blind2020.01 | 39.59 | 0.9523 | |
| CycleISP2020.03 | 39.56 | 0.956 | |
| SADNet (1248)Blind/Non-blind=Blind2020.01 | 39.37 | 0.9544 | |
| RIDNetBlind/Non-blind=Blind2020.01 | 39.26 | 0.9528 | |
| RIDNet2020.03 | 39.23 | 0.953 | |
| RIDNetBlind/Non-blind=Blind2019.04 | 39.23 | 0.9526 | |
| Path-RestoreBlind/Non-blind=Blind2020.01 | 39 | 0.9542 | |
| PDBlind/Non-blind=Blind2020.01 | 38.4 | 0.9452 | |
| N3NetBlind/Non-blind=Blind2020.01 | 38.32 | 0.9384 | |
| CBDNet2020.03 | 38.06 | 0.942 | |
| CBDNetBlind/Non-blind=Blind2019.04 | 38.06 | 0.9421 | |
| CBDNetBlind/Non-blind=Blind2020.01 | 38.06 | 0.9421 | |
| TWSCBlind/Non-blind=Non-blind2019.04 | 37.96 | 0.9416 | |
| TWSC2020.03 | 37.94 | 0.94 | |
| DnCNN+Blind/Non-blind=Non-blind2020.01 | 37.9 | 0.943 | |
| FFDNet+2020.03 | 37.61 | 0.942 | |
| FFDNet+Blind/Non-blind=Non-blind2019.04 | 37.61 | 0.9415 | |
| FFDNet+Blind/Non-blind=Non-blind2020.01 | 37.61 | 0.9415 | |
| MCWNNM2020.03 | 37.38 | 0.929 | |
| MCWNNMBlind/Non-blind=Non-blind2019.04 | 37.38 | 0.9294 | |
| MCWNNMBlind/Non-blind=Non-blind2020.01 | 37.38 | 0.9294 | |
| KSVD2020.03 | 36.49 | 0.898 | |
| KSVDBlind/Non-blind=Non-blind2019.04 | 36.49 | 0.8978 | |
| CIMMBlind/Non-blind=Non-blind2019.04 | 36.04 | 0.9136 | |
| NCBlind/Non-blind=Blind2019.04 | 35.43 | 0.8841 | |
| NIBlind/Non-blind=Blind2019.04 | 35.11 | 0.8778 | |
| WNNM2020.03 | 34.67 | 0.865 | |
| WNNMBlind/Non-blind=Non-blind2019.04 | 34.67 | 0.8646 | |
| WNNMBlind/Non-blind=Non-blind2020.01 | 34.67 | 0.8646 | |
| FoE2020.03 | 34.62 | 0.885 | |
| FoEBlind/Non-blind=Non-blind2019.04 | 34.62 | 0.8845 | |
| BM3D2020.03 | 34.51 | 0.851 | |
| BM3DBlind/Non-blind=Non-blind2019.04 | 34.51 | 0.8507 | |
| BM3DBlind/Non-blind=Non-blind2020.01 | 34.51 | 0.8507 | |
| FFDNetBlind/Non-blind=Non-blind2019.04 | 34.4 | 0.8474 | |
| MLP2020.03 | 34.23 | 0.833 | |
| MLPBlind/Non-blind=Non-blind2019.04 | 34.23 | 0.8331 | |
| NCSR2020.03 | 34.05 | 0.835 | |
| NCSRBlind/Non-blind=Non-blind2019.04 | 34.05 | 0.8351 | |
| TNRD2020.03 | 33.65 | 0.831 | |
| TNRDBlind/Non-blind=Non-blind2019.04 | 33.65 | 0.8306 | |
| TNRDBlind/Non-blind=Non-blind2020.01 | 33.65 | 0.8306 | |
| EPLL2020.03 | 33.51 | 0.824 | |
| EPLLBlind/Non-blind=Non-blind2019.04 | 33.51 | 0.8244 | |
| CDnCNNBBlind/Non-blind=Blind2019.04 | 32.43 | 0.79 | |
| CDnCNN-BBlind/Non-blind=Blind2020.01 | 32.43 | 0.79 |