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ResearchFormerly WizWand

Sparse-view CT Reconstruction on AAPM-LDCT 36-view

1.16RMSEFreeSeed-DUDO
-1.28215.201531.68548.1685Jul 12, 2023Nov 16, 2023Mar 22, 2024Jul 28, 2024Dec 2, 2024Apr 8, 2025Aug 14, 2025
Updated 8mo ago

Evaluation results

MethodLinks
FreeSeed-DUDOProjections=36, Domain=Dual-Domain2023.071.1638.894.78
FreeSeedProjections=362023.071.1838.6394.46
DuDoTransProjections=362023.071.1938.5594.82
DuDoNetProjections=362023.071.2438.1893.45
FBPConvProjections=362023.071.3237.6393.65
DDNetProjections=362023.071.437.1593.5
FBPProjections=362023.074.7826.4449.12
CvG-DiffMethod Category=Multi-step diffusion-based, NFE=10, Time [s]=0.682025.0824.6341.7897.05
CvG-DiffMethod Category=Multi-step diffusion-based, NFE=6, Time [s]=0.392025.0824.9841.6396.92
DudoTransMethod Category=One-step feed-forward, Time [s]=0.132025.0837.7838.2494.13
FreeseedMethod Category=One-step feed-forward, Time [s]=0.072025.0838.2637.9293.93
GloreiMethod Category=One-step feed-forward, Time [s]=0.062025.0839.9837.5493.52
VSSMethod Category=Multi-step diffusion-based, NFE=1000, Time [s]=264.712025.0840.2837.5293.99
COSIGNMethod Category=Multi-step diffusion-based, NFE=10, Time [s]=1.662025.0853.7334.9689.67
COSIGNMethod Category=Multi-step diffusion-based, NFE=1, Time [s]=0.092025.0862.2133.6888.71