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Sparse-View CT Reconstruction research benchmarks – Page 3 · SOTA2 Research

Sparse-View CT Reconstruction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Mayo sparse-view CT MPG noise, σ, γ = 1 × 10⁻²

34.95PSNR

8

Mar 5, 2026

Mayo sparse-view CT MPG noise, σ, γ = 5 × 10⁻³

36.04PSNR

8

Mar 5, 2026

AAPM abdominal Low Dose CT 72-view (test)

36.64RMSE (HU)

8

Feb 26, 2026

AAPM abdominal Low Dose CT 36-view (test)

50.79RMSE (HU)

8

Feb 26, 2026

Kidney CT dataset 72-view

31.07RMSE (HU)

8

Feb 26, 2026

Kidney CT dataset 36-view

39.67RMSE (HU)

8

Feb 26, 2026

43.6PSNR

7

Jun 24, 2026

42.37PSNR

7

Jun 24, 2026

39.97PSNR

7

Jun 24, 2026

36.63PSNR

7

Jun 24, 2026

Lymph Node 50 views

42.55PSNR

7

Jun 24, 2026

Lymph Node 40 views

42.11PSNR

7

Jun 24, 2026

Lymph Node 30 views

40.57PSNR

7

Jun 24, 2026

Lymph Node 20 views

38.46PSNR

7

Jun 24, 2026

FIPS 25-view sparse setting

36.333D PSNR

7

Jun 23, 2026

Sparse-view CT volumes 120-view

47.42Abdomen PSNR

7

Apr 21, 2026

Sparse-view CT volumes 80-view

45.83PSNR (Abdomen)

7

Apr 21, 2026

Sparse-view CT volumes 40-view

40.06Abdomen PSNR

7

Apr 21, 2026

Large-Scale CT Dataset 10-view

ILV (Iterative Latent Volumes)

33.84PSNR

7

Mar 17, 2026

Authors' Large-Scale CT Dataset 8-view

ILV (Iterative Latent Volumes)

33.25PSNR

7

Mar 17, 2026

Authors' Large-Scale CT Dataset 6-view

ILV (Iterative Latent Volumes)

33.45PSNR

7

Mar 17, 2026

Sparse-view CT reconstruction (test)

38.17PSNR

7

Mar 5, 2026

NIH-AAPM Mayo Clinic 144 views

49.06PSNR

7

Feb 26, 2026

Ratio Shift Source: 50 views, Destination: 25 views

32.23PSNR

6

Mar 5, 2026

Dataset Shift Source: Mayo, Destination: SARS

33.42PSNR

6

Mar 5, 2026

Page 3 of 4

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