Cone-Beam Computed Tomography Reconstruction on Walnut-CBCT 100 views
0.947SSIMUnrolled[3D] - ours
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Unrolled[3D] - oursVRAM=44.70, train - s/step=1.20 x 42026.01 | 0.947 | 37.07 | |
| Unrolled[2D] - oursVRAM=15.17, train - s/step=2.562026.01 | 0.942 | 35.79 | |
| DRUNet[3D]VRAM=67.50, train - s/step=1.392026.01 | 0.931 | 35.22 | |
| INR [3D]VRAM=N/A, train - s/step=N/A2026.01 | 0.913 | 33.74 | |
| TVVRAM=N/A, train - s/step=N/A2026.01 | 0.893 | 31.63 | |
| PnP-αPGD [2D]VRAM=11.94, train - s/step=0.072026.01 | 0.889 | 33.97 | |
| PnP-αPGD [3D]VRAM=67.50, train - s/step=1.392026.01 | 0.884 | 33.72 | |
| DRUNet[2D]VRAM=11.94, train - s/step=0.072026.01 | 0.865 | 33.66 | |
| DPIR [RAM][2D]VRAM=N/A, train - s/step=N/A2026.01 | 0.826 | 31.17 | |
| FDKVRAM=N/A, train - s/step=N/A2026.01 | 0.375 | 24.74 |