Dynamic PET Image Denoising on Zubal brain phantom (Frame 24)
63.776PSNR (Gray matter)Neural KMDS-Net
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Neural KMDS-Net2025.09 | 63.776 | 52.535 | 54.66 | 64.13 | 63.181 | 63.035 | |
| DDPM-PET2025.09 | 56.929 | 50.809 | 53.891 | 60.734 | 59.685 | 60.957 | |
| ResNet2025.09 | 55.042 | 46.339 | 47.854 | 57.286 | 53.892 | 52.777 | |
| GAN2025.09 | 52.911 | 35.603 | 42.125 | 47.669 | 45.195 | 43.698 | |
| SMDS-Net2025.09 | 45.924 | 38.833 | 40.547 | 48.806 | 49.987 | 47.962 | |
| KEM2025.09 | 34.395 | 30.892 | 32.632 | 41.348 | 40.571 | 39.741 | |
| ML-EM2025.09 | 32.675 | 28.486 | 31.083 | 40.125 | 38.453 | 38.11 |