Sparse-View CT Reconstruction on LIDC Sagittal View (test)
34.86PSNRDiffusionBlend++
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DiffusionBlend++Number of views=82024.06 | 34.86 | 0.946 | |
| DiffusionBlendNumber of views=82024.06 | 33.73 | 0.934 | |
| DiffusionBlend++Number of views=62024.06 | 33.2 | 0.932 | |
| DiffusionMBIRNumber of views=82024.06 | 32.79 | 0.922 | |
| DDSNumber of views=82024.06 | 31.8 | 0.915 | |
| DiffusionMBIRNumber of views=62024.06 | 31.3 | 0.9 | |
| DiffusionBlendNumber of views=62024.06 | 31.16 | 0.907 | |
| DDS 2DNumber of views=82024.06 | 30.98 | 0.894 | |
| DiffusionBlend++Number of views=42024.06 | 30.97 | 0.913 | |
| DDSNumber of views=62024.06 | 30.13 | 0.889 | |
| DDS 2DNumber of views=62024.06 | 29.4 | 0.862 | |
| DiffusionMBIRNumber of views=42024.06 | 28.98 | 0.862 | |
| FBP-UNetNumber of views=82024.06 | 28.56 | 0.848 | |
| DiffusionBlendNumber of views=42024.06 | 27.93 | 0.855 | |
| TPDMNumber of views=82024.06 | 27.66 | 0.819 | |
| DDS 2DNumber of views=42024.06 | 27.54 | 0.819 | |
| DDSNumber of views=42024.06 | 27.26 | 0.818 | |
| FBP-UNetNumber of views=62024.06 | 26.52 | 0.783 | |
| TPDMNumber of views=62024.06 | 25.57 | 0.784 | |
| FBP-UNetNumber of views=42024.06 | 25.29 | 0.732 | |
| TPDMNumber of views=42024.06 | 21.87 | 0.708 | |
| FBPNumber of views=82024.06 | 14.88 | 0.234 | |
| FBPNumber of views=62024.06 | 14.3 | 0.207 | |
| FBPNumber of views=42024.06 | 13.43 | 0.187 |