Dynamic PET Image Denoising on Zubal brain phantom (Frame 2)
55.654Gray Matter PSNRNeural KMDS-Net
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Neural KMDS-Net2025.09 | 55.654 | 39.864 | 42.014 | 49.467 | 50.223 | 45.412 | |
| ResNet2025.09 | 42.473 | 35.498 | 39.105 | 49.134 | 44.261 | 42.169 | |
| KEM2025.09 | 32.564 | 31.589 | 33.806 | 40.637 | 41.768 | 37.232 | |
| ML-EM2025.09 | 31.919 | 26.216 | 28.622 | 38.714 | 37.191 | 34.714 | |
| DDPM-PET2025.09 | 31.78 | 28.303 | 30.11 | 41.318 | 39.622 | 37.672 | |
| GAN2025.09 | 28.598 | 19.585 | 19.777 | 34.369 | 31.743 | 29.121 | |
| SMDS-Net2025.09 | 26.981 | 7.401 | 14.423 | 20.575 | 17.481 | 16.004 |