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SOTA Sparse-View CT Reconstruction benchmarks and papers with code | Wizwand
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Sparse-View CT Reconstruction
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
NIH-AAPM-Mayo Clinic Low-Dose CT Grand Challenge 2016 (test)
QN-Mixer
PSNR
50.09
75
4d ago
LUNA16
DuFal
PSNR
29.41
24
4d ago
ToothFairy (test)
DuFal
PSNR
30.51
24
4d ago
LIDC Sagittal View (test)
DiffusionBlend++
PSNR
34.86
24
4d ago
LIDC
DiffusionBlend++
PSNR
34.46
24
4d ago
LIDC Coronal View (test)
DiffusionBlend++
PSNR
35.66
24
4d ago
AAPM-LDCT 18-view
FBPConv
RMSE
1.78
23
4d ago
AAPM Sagittal View (test)
DiffusionBlend++
PSNR
36.48
21
4d ago
AAPM
DiffusionBlend++
PSNR
35.69
21
4d ago
AAPM Coronal View (test)
DiffusionBlend++
PSNR
37.87
21
4d ago
LUNA16 (test)
DuFal
W-PSNR
30.59
15
4d ago
AAPM-LDCT 72-view
FreeSeed-DUDO
RMSE
0.65
15
4d ago
AAPM-LDCT 36-view
FreeSeed-DUDO
RMSE
1.16
15
4d ago
Kidney CT dataset 18-view
CTO
RMSE (HU)
53.5
14
4d ago
(test)
RED (DEQ)
SNR (dB)
35.26
14
4d ago
National Biomedical Imaging Archive (NBIA) (test)
LAMA
PSNR
45.2
12
4d ago
ToothFairy Dental CBCT (10-View)
DIF-Gaussian
PSNR
29.24
10
4d ago
ToothFairy (Dental CBCT) 8-View
DIF-Gaussian
PSNR
28.35
10
4d ago
ToothFairy Dental CBCT 6-View
DIF-Gaussian
PSNR
27.92
10
4d ago
LUNA16 10-View
DIF-Gaussian
PSNR
30.01
10
4d ago
LUNA16 Chest CT (8-View)
DIF-Gaussian
PSNR
29.46
10
4d ago
LUNA16 Chest CT 6-View
DIF-Gaussian
PSNR
28.48
10
4d ago
LoDoPaB 64 projections
HyDRA-max
PSNR
29.5
9
4d ago
LoDoPaB 32 projections
FBP reference
PSNR
28.93
9
4d ago
LoDoPaB 16 projections
FBP reference
PSNR
28.93
9
4d ago
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