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Papers Benchmarks Datasets Tasks

CT Image Reconstruction research benchmarks · SOTA2 Research

CT Image Reconstruction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

AAPM OOD (test)

45.69PSNR

21

Feb 26, 2026

Cropped OOD circle (test)

97.04SSIM

21

Feb 26, 2026

clinical GE LACT dataset (90◦ angular coverage)

0.955SSIM

14

Jun 4, 2026

LoDoPaB-CT challenge

1.8Mean Position

13

Feb 26, 2026

Mayo Clinic dataset

35.69PSNR (dB)

11

Feb 26, 2026

PCB slices (real-world)

0.041L1 RMSE

9

Jul 1, 2026

DeepLesion nr=128 N1=10^6

48.62PSNR

7

Feb 26, 2026

DeepLesion nr=64 N1=10^6

43.75PSNR

7

Feb 26, 2026

DeepLesion N1=10^6 (nr=32)

39.39PSNR

7

Feb 26, 2026

Real-world scanned data Global truncation

28.99PSNR (dB)

6

Jul 1, 2026

Real-world scanned data Non-global truncated

39.78PSNR (dB)

6

Jul 1, 2026

Simulated Noisy Data (test)

0.19Reconstruction Time (s)

6

Apr 9, 2026

1.288SNR

6

Apr 9, 2026

clinical GE LACT 120◦ angular coverage

Metadata-guided two-stage diffusion framework

0.944SSIM

6

Mar 30, 2026

Simulated Concrete Cylinder Phantom 32 views

33.43PSNR

4

Mar 12, 2026

Simulated Concrete Cylinder Phantom 16 views

31.3PSNR

4

Mar 12, 2026

Simulated Concrete Cylinder Phantom 8 views

28.56PSNR

4

Mar 12, 2026

Simulated Concrete Cylinder Phantom 4 views

26.27PSNR

4

Mar 12, 2026

AAPM n_theta=64 (test)

37.78PSNR

4

Feb 26, 2026

DeepLesion n_theta=32 (test)

38.28PSNR

4

Feb 26, 2026

Popular datasets

DeepLesion Simulated Concrete Cylinder Phantom AAPM Real-world scanned data Mayo Clinic

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