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Cone-Beam Computed Tomography Reconstruction on Walnut-CBCT 100 views
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0.947
SSIM
Unrolled[3D] - ours
0.35212
0.50656
0.661
0.81544
Jan 5, 2026
SSIM
PSNR
Updated 4d ago
Evaluation Results
Method
Method
Links
SSIM
PSNR
Unrolled[3D] - ours
VRAM=44.70, train - s/...
2026.01
0.947
37.07
Unrolled[2D] - ours
VRAM=15.17, train - s/...
2026.01
0.942
35.79
DRUNet[3D]
VRAM=67.50, train - s/...
2026.01
0.931
35.22
INR [3D]
VRAM=N/A, train - s/st...
2026.01
0.913
33.74
TV
VRAM=N/A, train - s/st...
2026.01
0.893
31.63
PnP-αPGD [2D]
VRAM=11.94, train - s/...
2026.01
0.889
33.97
PnP-αPGD [3D]
VRAM=67.50, train - s/...
2026.01
0.884
33.72
DRUNet[2D]
VRAM=11.94, train - s/...
2026.01
0.865
33.66
DPIR [RAM][2D]
VRAM=N/A, train - s/st...
2026.01
0.826
31.17
FDK
VRAM=N/A, train - s/st...
2026.01
0.375
24.74
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