Cone-Beam Computed Tomography Reconstruction on Walnut-CBCT 50 views
0.926SSIMUnrolled[3D] - ours
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Unrolled[3D] - oursVRAM=44.70, train - s/step=1.20 x 42026.01 | 0.926 | 34.21 | |
| Unrolled[2D] - oursVRAM=15.17, train - s/step=2.562026.01 | 0.911 | 32.52 | |
| DRUNet[3D]VRAM=67.50, train - s/step=1.392026.01 | 0.905 | 32.49 | |
| PnP-αPGD [2D]VRAM=11.94, train - s/step=0.072026.01 | 0.875 | 32.15 | |
| PnP-αPGD [3D]VRAM=67.50, train - s/step=1.392026.01 | 0.868 | 31.69 | |
| DRUNet[2D]VRAM=11.94, train - s/step=0.072026.01 | 0.866 | 31.14 | |
| INR [3D]VRAM=N/A, train - s/step=N/A2026.01 | 0.862 | 32.18 | |
| TVVRAM=N/A, train - s/step=N/A2026.01 | 0.85 | 29.72 | |
| DPIR [RAM][2D]VRAM=N/A, train - s/step=N/A2026.01 | 0.815 | 30.19 | |
| FDKVRAM=N/A, train - s/step=N/A2026.01 | 0.263 | 21.16 |