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SOTA CT Image Reconstruction benchmarks and papers with code | Wizwand
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CT Image Reconstruction
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
AAPM OOD (test)
QN-Mixer
PSNR
45.69
21
1mo ago
Cropped OOD circle (test)
QN-Mixer
SSIM
97.04
21
1mo ago
LoDoPaB-CT challenge
FBP-DTSGD
Mean Position
1.8
13
1mo ago
Mayo Clinic dataset
LPD
PSNR (dB)
35.69
11
1mo ago
DeepLesion nr=128 N1=10^6
QN-Mixer
PSNR
48.62
7
1mo ago
DeepLesion nr=64 N1=10^6
QN-Mixer
PSNR
43.75
7
1mo ago
DeepLesion N1=10^6 (nr=32)
QN-Mixer
PSNR
39.39
7
1mo ago
Simulated Noisy Data (test)
I2SB
Reconstruction Time (s)
0.19
6
9d ago
Thorax dataset
Manual Setting
SNR
1.2877
6
9d ago
clinical GE LACT dataset (90◦ angular coverage)
Metadata-guided two-stage diffusion framework
SSIM
0.885
6
20d ago
clinical GE LACT 120◦ angular coverage
Metadata-guided two-stage diffusion framework
SSIM
0.944
6
20d ago
Simulated Concrete Cylinder Phantom 32 views
DINR
PSNR
33.43
4
1mo ago
Simulated Concrete Cylinder Phantom 16 views
DINR
PSNR
31.3
4
1mo ago
Simulated Concrete Cylinder Phantom 8 views
DINR
PSNR
28.56
4
1mo ago
Simulated Concrete Cylinder Phantom 4 views
DINR
PSNR
26.27
4
1mo ago
AAPM n_theta=64 (test)
RegFormer
PSNR
37.78
4
1mo ago
DeepLesion n_theta=32 (test)
QN-Mixer
PSNR
38.28
4
1mo ago
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