Sparse-View CT Reconstruction on LIDC Coronal View (test)
35.66PSNRDiffusionBlend++
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DiffusionBlend++Number of views=8 Views2024.06 | 35.66 | 0.947 | |
| DiffusionBlendNumber of views=8 Views2024.06 | 34.47 | 0.934 | |
| DiffusionBlend++Number of views=6 Views2024.06 | 33.97 | 0.935 | |
| DiffusionMBIRNumber of views=8 Views2024.06 | 33.29 | 0.922 | |
| DDSNumber of views=8 Views2024.06 | 32.51 | 0.92 | |
| DiffusionMBIRNumber of views=6 Views2024.06 | 31.69 | 0.903 | |
| DDS 2DNumber of views=8 Views2024.06 | 31.6 | 0.898 | |
| DiffusionBlendNumber of views=6 Views2024.06 | 31.48 | 0.908 | |
| DiffusionBlend++Number of views=4 Views2024.06 | 31.38 | 0.913 | |
| DDSNumber of views=6 Views2024.06 | 30.83 | 0.898 | |
| DDS 2DNumber of views=6 Views2024.06 | 29.99 | 0.871 | |
| DiffusionMBIRNumber of views=4 Views2024.06 | 29.21 | 0.868 | |
| FBP-UNetNumber of views=8 Views2024.06 | 28.87 | 0.858 | |
| DiffusionBlendNumber of views=4 Views2024.06 | 28.24 | 0.859 | |
| TPDMNumber of views=8 Views2024.06 | 28.12 | 0.833 | |
| DDS 2DNumber of views=4 Views2024.06 | 28.03 | 0.83 | |
| DDSNumber of views=4 Views2024.06 | 27.61 | 0.828 | |
| FBP-UNetNumber of views=6 Views2024.06 | 26.59 | 0.793 | |
| TPDMNumber of views=6 Views2024.06 | 25.78 | 0.804 | |
| FBP-UNetNumber of views=4 Views2024.06 | 25.37 | 0.744 | |
| TPDMNumber of views=4 Views2024.06 | 22.29 | 0.735 | |
| FBPNumber of views=8 Views2024.06 | 14.78 | 0.206 | |
| FBPNumber of views=6 Views2024.06 | 14.1 | 0.181 | |
| FBPNumber of views=4 Views2024.06 | 13.1 | 0.165 |