Low-dose PET reconstruction on UDPET MICCAI 2024 (test)
46.46PSNRMiG-DM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MiG-DMWeight Group=≤60 kg, DRF=102025.12 | 46.46 | 0.9895 | 0.0002 | 0.0225 | — | |
| MiG-DMWeight Group=≤60 kg, DRF=202025.12 | 46.15 | 0.9884 | — | 0.0184 | 0.2354 | |
| IDDPMWeight Group=≤60 kg, DRF=102025.12 | 45.84 | 0.9886 | 0.0009 | 0.0196 | — | |
| Pix2PixWeight Group=≤60 kg, DRF=202025.12 | 45.25 | 0.9881 | — | 0.0248 | 0.7759 | |
| IDDPMWeight Group=≤60 kg, DRF=202025.12 | 45.21 | 0.9871 | — | 0.0237 | 0.8971 | |
| MiG-DMWeight Group=≥80 kg, DRF=102025.12 | 44.4 | 0.9852 | — | 0.0225 | 0.2624 | |
| Pix2PixWeight Group=≤60 kg, DRF=102025.12 | 43.83 | 0.9807 | 0.0014 | 0.0394 | — | |
| IDDPMWeight Group=≥80 kg, DRF=102025.12 | 43.79 | 0.9833 | — | 0.0271 | 1.1685 | |
| Pix2PixWeight Group=≥80 kg, DRF=102025.12 | 43.75 | 0.9831 | — | 0.0359 | 1.1507 | |
| MiG-DMWeight Group=≥80 kg, DRF=202025.12 | 43.61 | 0.982 | — | 0.0284 | 0.3708 | |
| IDDPMWeight Group=≥80 kg, DRF=202025.12 | 42.98 | 0.9809 | — | 0.029 | 1.2186 | |
| Pix2PixWeight Group=≥80 kg, DRF=202025.12 | 42.47 | 0.98 | — | 0.0403 | 1.2321 | |
| MPRNetWeight Group=≤60 kg, DRF=102025.12 | 34.28 | 0.9848 | 0.0005 | 0.0231 | — | |
| MPRNetWeight Group=≥80 kg, DRF=102025.12 | 34.07 | 0.9808 | — | 0.0275 | 0.5678 | |
| U-NetWeight Group=≤60 kg, DRF=102025.12 | 33.68 | 0.9848 | 0.0009 | 0.0228 | — | |
| U-NetWeight Group=≥80 kg, DRF=102025.12 | 32.97 | 0.9776 | — | 0.0313 | 1.1612 | |
| ViT-RecWeight Group=≥80 kg, DRF=102025.12 | 32.6 | 0.9123 | — | 0.1106 | 0.7042 | |
| ViT-RecWeight Group=≤60 kg, DRF=102025.12 | 32.59 | 0.8956 | 0.0008 | 0.1278 | — | |
| U-NetWeight Group=≤60 kg, DRF=202025.12 | 32.11 | 0.9803 | — | 0.0286 | 1.1464 | |
| U-NetWeight Group=≥80 kg, DRF=202025.12 | 31.09 | 0.9723 | — | 0.039 | 1.5241 | |
| MPRNetWeight Group=≤60 kg, DRF=202025.12 | 30.41 | 0.9115 | — | 0.1559 | 2.4648 | |
| ViT-RecWeight Group=≤60 kg, DRF=202025.12 | 30.2 | 0.8964 | — | 0.1655 | 1.3453 | |
| ViT-RecWeight Group=≥80 kg, DRF=202025.12 | 30.1 | 0.9064 | — | 0.1508 | 1.3426 | |
| MPRNetWeight Group=≥80 kg, DRF=202025.12 | 29.72 | 0.8782 | — | 0.1767 | 1.4827 |