PET Image Denoising on OOD-DRF D2 (test)
48.51PSNR (DRF=4)U-TTT
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| U-TTTParams (M)=10.20, FLOPs (G)=43.522026.06 | 48.51 | 45.21 | 46.86 | 96.83 | 94.81 | 95.82 | |
| VQPETParams (M)=106.34, FLOPs (G)=439.992026.06 | 47.72 | 44.66 | 46.19 | 96.48 | 94.18 | 95.33 | |
| 3D DDPMParams (M)=209.63, FLOPs (G)=2600444.692026.06 | 47.45 | 44.58 | 46.02 | 96.35 | 93.84 | 95.1 | |
| Spach TransformerParams (M)=19.22, FLOPs (G)=163.382026.06 | 47.23 | 44.49 | 45.86 | 95.94 | 93.56 | 94.75 | |
| 3D-cGANParams (M)=53.62, FLOPs (G)=12.112026.06 | 46.94 | 44.18 | 45.56 | 96.02 | 93.71 | 94.87 | |
| DRMCParams (M)=0.54, FLOPs (G)=137.382026.06 | 46.71 | 44.36 | 45.54 | 96.21 | 93.32 | 94.77 |