PET Image Reconstruction on Public Brain Dataset (test)
25.876PSNROurs-AMS
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Ours-AMSMethod Category=likelihood-based method, MParam=34.102023.08 | 25.876 | 0.975 | 0.032 | |
| OursMethod Category=likelihood-based method, MParam=34.102023.08 | 25.638 | 0.974 | 0.033 | |
| 3D CVT-GANMethod Category=GAN-based method, MParam=28.722023.08 | 25.08 | 0.971 | 0.039 | |
| AR-GANMethod Category=GAN-based method, MParam=43.272023.08 | 24.313 | 0.961 | 0.055 | |
| Ea-GANMethod Category=GAN-based method, MParam=41.832023.08 | 24.096 | 0.962 | 0.064 | |
| Stack-GANMethod Category=GAN-based method, MParam=83.652023.08 | 23.856 | 0.959 | 0.071 | |
| NVAEMethod Category=likelihood-based method, MParam=58.24, Implementation=Self-implemented2023.08 | 23.629 | 0.956 | 0.064 | |
| DeepPETMethod Category=regression-based method, MParam=11.032023.08 | 23.078 | 0.937 | 0.087 |