Sinogram Completion on TomoBank
93.2SSIM (Sinogram)RePaint
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| RePaintResolution=1024x1024, Mask Type=Random, Mask Ratio=0.62025.06 | 93.2 | 91.9 | 31.4 | 30.6 | |
| HRSinoResolution=2048x2048, Mask Type=Random, Mask Ratio=0.62025.06 | 93 | 91.6 | 30.9 | 29.9 | |
| HRSinoResolution=2048x2048, Mask Type=Random, Mask Ratio=0.82025.06 | 92.7 | 91.3 | 30.6 | 29.7 | |
| HRSinoResolution=2048x2048, Mask Type=Periodic, Mask Ratio=0.62025.06 | 92.6 | 91.3 | 30.6 | 29.7 | |
| HRSinoResolution=2048x2048, Mask Type=Periodic, Mask Ratio=0.82025.06 | 92.4 | 91 | 30.3 | 29.4 | |
| HiDiffusionResolution=2048x2048, Mask Type=Random, Mask Ratio=0.62025.06 | 90.3 | 88.9 | 29.1 | 28.2 | |
| HiDiffusionResolution=2048x2048, Mask Type=Periodic, Mask Ratio=0.62025.06 | 90.2 | 88.7 | 28.9 | 28 | |
| MCGResolution=1024x1024, Mask Type=Random, Mask Ratio=0.62025.06 | 90.1 | 88.7 | 29.9 | 29.1 | |
| HiDiffusionResolution=2048x2048, Mask Type=Random, Mask Ratio=0.82025.06 | 90 | 88.6 | 28.8 | 27.9 | |
| HiDiffusionResolution=2048x2048, Mask Type=Periodic, Mask Ratio=0.82025.06 | 89.7 | 88.3 | 28.6 | 27.7 | |
| DiffIRResolution=1024x1024, Mask Type=Random, Mask Ratio=0.62025.06 | 89.3 | 88.1 | 29.4 | 28.6 | |
| SinoTxResolution=1024x1024, Mask Type=Random, Mask Ratio=0.62025.06 | 88 | 86.6 | 28.8 | 28 | |
| ICTResolution=1024x1024, Mask Type=Random, Mask Ratio=0.62025.06 | 87.2 | 85.8 | 28.5 | 27.6 | |
| SplineResolution=2048x2048, Mask Type=Random, Mask Ratio=0.62025.06 | 70.2 | 68.8 | 23.8 | 22.9 | |
| BilinearResolution=2048x2048, Mask Type=Random, Mask Ratio=0.62025.06 | 69.5 | 68.1 | 22.5 | 21.7 |