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Papers Benchmarks Datasets Tasks

CT Reconstruction research benchmarks – Page 2 · SOTA2 Research

CT Reconstruction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

43.95PSNR

12

Apr 24, 2026

CT 8 views (test)

29.48PSNR

11

Feb 26, 2026

CT 20 views (test)

33.57PSNR

11

Feb 26, 2026

Synthetic Foam Blurred Complete (test)

28.95PSNR

9

Apr 14, 2026

Synthetic Foam Complete (test)

29.89PSNR

9

Apr 14, 2026

2DeteCT Limited-Angle Sparse View Low-Noise

30.37PSNR

9

Apr 14, 2026

2DeteCT 2x Downscaled, Complete, High-Noise

33.67PSNR

9

Apr 14, 2026

X3D average of 14 scenes

37.25PSNR

9

Feb 26, 2026

40.55PSNR

8

Jun 4, 2026

512^2-projection dataset 25-view (test)

35.33PSNR

8

Apr 3, 2026

512^2-projection dataset 50-view (test)

38.09PSNR

8

Apr 3, 2026

512^2-projection dataset 75-view (test)

39.04PSNR

8

Apr 3, 2026

Medical Segmentation Decathlon CT Task_06 Lung 1 (test)

33.41PSNR

8

Mar 4, 2026

Medical Segmentation Decathlon CT Task 06 Lung 1 (test)

37.66PSNR

8

Mar 4, 2026

Walnut 2D-sinogram from CBCT (unseen)

29.62PSNR

7

Jun 26, 2026

CTPelvic1K (test)

33.06PSNR

7

Jun 19, 2026

CTSpine1K (test)

21.86PSNR

7

Jun 19, 2026

LIDC-IDRI (test)

27.18PSNR

7

Jun 19, 2026

AAPM K=100 (test)

12.7Inference Time (ms)

7

Feb 26, 2026

PedSkull-CT cohort (private)

31.49PSNR

6

Jun 19, 2026

CT Limited-angle

27.21PSNR

6

May 29, 2026

29.55PSNR

6

May 29, 2026

AAPM-LDCT 72-view

13.5RMSE

6

Mar 4, 2026

AAPM-LDCT 36-view

22.45RMSE

6

Mar 4, 2026

Post-Processing

33.6PSNR (dB)

5

Jun 5, 2026

Page 2 of 3

Popular datasets

CT AAPM LIDC Simulated Projection Data Multiphase Low-dose CECT

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