Sparse-View CT Reconstruction on AAPM
35.69PSNRDiffusionBlend++
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DiffusionBlend++Number of Views=8, View Type=Axial, NFEs=2002024.06 | 35.69 | 96.6 | |
| DiffusionBlend++Number of Views=6, View Type=Axial, NFEs=2002024.06 | 34.68 | 96 | |
| DiffusionBlendNumber of Views=8, View Type=Axial, NFEs=2002024.06 | 34.29 | 95.5 | |
| DiffusionBlendNumber of Views=6, View Type=Axial, NFEs=2002024.06 | 33.26 | 94.9 | |
| DDSNumber of Views=8, View Type=Axial, NFEs=2002024.06 | 33.19 | 94.5 | |
| DiffusionBlend++Number of Views=4, View Type=Axial, NFEs=2002024.06 | 32.93 | 95.2 | |
| DDS 2DNumber of Views=8, View Type=Axial, NFEs=2002024.06 | 32.89 | 94.6 | |
| DDSNumber of Views=6, View Type=Axial, NFEs=2002024.06 | 31.94 | 94.2 | |
| DiffusionBlendNumber of Views=4, View Type=Axial, NFEs=2002024.06 | 31.84 | 94.4 | |
| DDS 2DNumber of Views=6, View Type=Axial, NFEs=2002024.06 | 31.4 | 93.4 | |
| DDSNumber of Views=4, View Type=Axial, NFEs=2002024.06 | 29.22 | 91.6 | |
| DDS 2DNumber of Views=4, View Type=Axial, NFEs=2002024.06 | 28.77 | 90.6 | |
| DiffusionMBIRNumber of Views=8, View Type=Axial, NFEs=20002024.06 | 26.3 | 86.3 | |
| FBP-UNetNumber of Views=8, View Type=Axial2024.06 | 26 | 84.9 | |
| DiffusionMBIRNumber of Views=6, View Type=Axial, NFEs=20002024.06 | 24.99 | 82.7 | |
| FBP-UNetNumber of Views=6, View Type=Axial2024.06 | 24.15 | 78.2 | |
| DiffusionMBIRNumber of Views=4, View Type=Axial, NFEs=20002024.06 | 23.66 | 78.9 | |
| FBP-UNetNumber of Views=4, View Type=Axial2024.06 | 23.37 | 76.1 | |
| FBPNumber of Views=8, View Type=Axial2024.06 | 14.66 | 35.9 | |
| FBPNumber of Views=6, View Type=Axial2024.06 | 13.65 | 29.3 | |
| FBPNumber of Views=4, View Type=Axial2024.06 | 11.94 | 22.2 |