Image Denoising on SIDD Benchmark official (test)
39.28PSNRInvDN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| InvDNLearning Paradigm=Supervised2023.03 | 39.28 | 0.955 | |
| VDNLearning Paradigm=Supervised2023.03 | 39.26 | 0.955 | |
| DANetLearning Paradigm=Supervised2023.03 | 39.25 | 0.955 | |
| AINDNet(R)Learning Paradigm=Supervised2023.03 | 38.84 | 0.951 | |
| RIDNetLearning Paradigm=Supervised2023.03 | 37.87 | 0.943 | |
| AT-BSN (D)Learning Paradigm=Self-Supervised, trained_directly_on_benchmark=true2023.03 | 37.78 | 0.944 | |
| AT-BSN (D)Learning Paradigm=Self-Supervised, trained_directly_on_benchmark=false2023.03 | 37.77 | 0.942 | |
| DnCNNLearning Paradigm=Supervised2023.03 | 37.61 | 0.941 | |
| SDAP (E)Learning Paradigm=Self-Supervised, trained_directly_on_benchmark=true2023.03 | 37.53 | 0.936 | |
| Spatially-Adaptive (UNet)Learning Paradigm=Self-Supervised, trained_directly_on_benchmark=false2023.03 | 37.41 | 0.934 | |
| Spatially-Adaptive (UNet)Learning Paradigm=Self-Supervised, trained_directly_on_benchmark=true2023.03 | 37.37 | 0.929 | |
| LG-BPNLearning Paradigm=Self-Supervised2023.03 | 37.28 | 0.936 | |
| SDAP (E)Learning Paradigm=Self-Supervised, trained_directly_on_benchmark=false2023.03 | 37.24 | 0.936 | |
| AP-BSN + R3Learning Paradigm=Self-Supervised, trained_directly_on_benchmark=true2023.03 | 36.91 | 0.931 | |
| C-BSNLearning Paradigm=Self-Supervised2023.03 | 36.82 | 0.934 | |
| AT-BSNLearning Paradigm=Self-Supervised, trained_directly_on_benchmark=true2023.03 | 36.74 | 0.925 | |
| AT-BSNLearning Paradigm=Self-Supervised, trained_directly_on_benchmark=false2023.03 | 36.73 | 0.924 | |
| AP-BSN + R3Learning Paradigm=Self-Supervised, trained_directly_on_benchmark=false2023.03 | 35.97 | 0.925 | |
| C2NLearning Paradigm=Unpaired2023.03 | 35.35 | 0.937 | |
| R2RLearning Paradigm=Self-Supervised2023.03 | 34.78 | 0.898 | |
| CVF-SIDLearning Paradigm=Self-Supervised, trained_directly_on_benchmark=true2023.03 | 34.71 | 0.917 | |
| CVF-SIDLearning Paradigm=Self-Supervised, trained_directly_on_benchmark=false2023.03 | 34.43 | 0.912 | |
| CBDNetLearning Paradigm=Supervised2023.03 | 33.28 | 0.868 | |
| Noise2SelfLearning Paradigm=Self-Supervised2023.03 | 29.56 | 0.808 | |
| Noise2VoidLearning Paradigm=Self-Supervised2023.03 | 27.68 | 0.668 | |
| WNNMLearning Paradigm=Non-Learning2023.03 | 25.78 | 0.809 | |
| BM3DLearning Paradigm=Non-Learning2023.03 | 25.65 | 0.685 |