PET Image Denoising on OOD-Scanner D3 & D4 (test)
41.31PSNR (S2)U-TTT
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| U-TTTParams (M)=10.20, FLOPs (G)=43.522026.06 | 41.31 | 44.89 | 43.1 | 94.49 | 95.78 | 95.14 | |
| Spach TransformerParams (M)=19.22, FLOPs (G)=163.382026.06 | 40.41 | 43.91 | 42.16 | 91.48 | 92.65 | 92.07 | |
| VQPETParams (M)=106.34, FLOPs (G)=439.992026.06 | 40.18 | 44.03 | 42.11 | 93.44 | 95.06 | 94.25 | |
| 3D DDPMParams (M)=209.63, FLOPs (G)=2600444.692026.06 | 39.96 | 42.88 | 41.42 | 93.26 | 94.81 | 94.04 | |
| DRMCParams (M)=0.54, FLOPs (G)=137.382026.06 | 39.92 | 43.51 | 41.72 | 84.32 | 90.21 | 87.27 | |
| 3D-cGANParams (M)=53.62, FLOPs (G)=12.112026.06 | 39.78 | 43.32 | 41.55 | 93.18 | 94.62 | 93.9 |