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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
1mo ago
AAPM-LDCT 18-view
FBPConv
RMSE
1.78
29
1mo ago
LUNA16
DuFal
PSNR
29.41
24
1mo ago
ToothFairy (test)
DuFal
PSNR
30.51
24
1mo ago
LIDC Sagittal View (test)
DiffusionBlend++
PSNR
34.86
24
1mo ago
LIDC
DiffusionBlend++
PSNR
34.46
24
1mo ago
LIDC Coronal View (test)
DiffusionBlend++
PSNR
35.66
24
1mo ago
Knee
DeepSparse
VIF
0.4391
21
1mo ago
LUNA16 Chest
DeepSparse
VIF
30.12
21
1mo ago
AAPM Sagittal View (test)
DiffusionBlend++
PSNR
36.48
21
1mo ago
AAPM
DiffusionBlend++
PSNR
35.69
21
1mo ago
AAPM Coronal View (test)
DiffusionBlend++
PSNR
37.87
21
1mo ago
LUNA16 (test)
DuFal
W-PSNR
30.59
15
1mo ago
AAPM-LDCT 72-view
FreeSeed-DUDO
RMSE
0.65
15
1mo ago
AAPM-LDCT 36-view
FreeSeed-DUDO
RMSE
1.16
15
1mo ago
Kidney CT dataset 18-view
CTO
RMSE (HU)
53.5
14
1mo ago
(test)
RED (DEQ)
SNR (dB)
35.26
14
1mo ago
National Biomedical Imaging Archive (NBIA) (test)
LAMA
PSNR
45.2
12
1mo ago
PENGWIN
ILV
PSNR
36.08
11
1mo ago
FUMPE
ILV
PSNR
33.58
11
1mo ago
PENGWIN 10-view (cross-dataset)
ILV
PSNR
33.38
11
1mo ago
FUMPE 10-view (cross-dataset)
ILV
PSNR
31.01
11
1mo ago
LoDoPaB-CT (test)
DICE
PSNR (15 views)
40.51
10
12d ago
ToothFairy Dental CBCT (10-View)
DIF-Gaussian
PSNR
29.24
10
1mo ago
ToothFairy (Dental CBCT) 8-View
DIF-Gaussian
PSNR
28.35
10
1mo ago
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