Low-Dose CT Denoising on Mayo D45 (ID) 2016
39.83PSNR (dB)Noise2Clean
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Noise2CleanTraining Paradigm=Supervised Method, # Params.=2.2M2025.04 | 39.83 | 90.1 | |
| F2N-S2Training Paradigm=Zero-Shot, AGBF stages=2, GPU Time (s)=16, # Params.=3.6k2025.04 | 38.14 | 89.47 | |
| ZS-N2NTraining Paradigm=Zero-Shot, GPU Time (s)=22, # Params.=22k2025.04 | 38.01 | 89.24 | |
| NB2NBTraining Paradigm=Noisy Dataset-Based, # Params.=1.3M2025.04 | 37.91 | 89.97 | |
| F2N-S1Training Paradigm=Zero-Shot, AGBF stages=1, GPU Time (s)=8, # Params.=1.8k2025.04 | 37.59 | 89.37 | |
| Noise2VoidTraining Paradigm=Noisy Dataset-Based, # Params.=2.2M2025.04 | 36.28 | 87.73 | |
| DIPTraining Paradigm=Zero-Shot, GPU Time (s)=180, # Params.=2.2M2025.04 | 36.23 | 84.97 | |
| BM3DTraining Paradigm=Zero-Shot, GPU Time (s)=32025.04 | 35.48 | 87.8 |