Sparse-View CT Reconstruction on LIDC
34.46PSNRDiffusionBlend++
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DiffusionBlend++Number of Views=8, View Type=Axial, NFEs=2002024.06 | 34.46 | 0.947 | |
| DiffusionBlendNumber of Views=8, View Type=Axial, NFEs=2002024.06 | 33.34 | 0.933 | |
| DiffusionBlend++Number of Views=6, View Type=Axial, NFEs=2002024.06 | 33.03 | 0.932 | |
| DiffusionMBIRNumber of Views=8, View Type=Axial, NFEs=20002024.06 | 32.67 | 0.922 | |
| DDSNumber of Views=8, View Type=Axial, NFEs=2002024.06 | 31.65 | 0.915 | |
| DiffusionMBIRNumber of Views=6, View Type=Axial, NFEs=20002024.06 | 31.18 | 0.901 | |
| DiffusionBlend++Number of Views=4, View Type=Axial, NFEs=2002024.06 | 30.98 | 0.912 | |
| DiffusionBlendNumber of Views=6, View Type=Axial, NFEs=2002024.06 | 30.94 | 0.905 | |
| DDS 2DNumber of Views=8, View Type=Axial, NFEs=2002024.06 | 30.82 | 0.897 | |
| DDSNumber of Views=6, View Type=Axial, NFEs=2002024.06 | 30.12 | 0.888 | |
| DDS 2DNumber of Views=6, View Type=Axial, NFEs=2002024.06 | 29.38 | 0.867 | |
| DiffusionMBIRNumber of Views=4, View Type=Axial, NFEs=20002024.06 | 29.02 | 0.863 | |
| FBP-UNetNumber of Views=8, View Type=Axial2024.06 | 28.58 | 0.848 | |
| DiffusionBlendNumber of Views=4, View Type=Axial, NFEs=2002024.06 | 27.56 | 0.849 | |
| DDS 2DNumber of Views=4, View Type=Axial, NFEs=2002024.06 | 27.54 | 0.826 | |
| TPDMNumber of Views=8, View Type=Axial, NFEs=2002024.06 | 27.51 | 0.816 | |
| DDSNumber of Views=4, View Type=Axial, NFEs=2002024.06 | 27.2 | 0.808 | |
| FBP-UNetNumber of Views=6, View Type=Axial2024.06 | 26.48 | 0.781 | |
| TPDMNumber of Views=6, View Type=Axial, NFEs=2002024.06 | 25.6 | 0.776 | |
| FBP-UNetNumber of Views=4, View Type=Axial2024.06 | 25.19 | 0.731 | |
| TPDMNumber of Views=4, View Type=Axial, NFEs=2002024.06 | 21.99 | 0.695 | |
| FBPNumber of Views=8, View Type=Axial2024.06 | 14.79 | 0.217 | |
| FBPNumber of Views=6, View Type=Axial2024.06 | 14.11 | 0.191 | |
| FBPNumber of Views=4, View Type=Axial2024.06 | 13.18 | 0.169 |