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Papers Benchmarks Datasets Tasks

Sparse-View CT Reconstruction research benchmarks – Page 2 · SOTA2 Research

Sparse-View CT Reconstruction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

National Biomedical Imaging Archive (NBIA) (test)

45.2PSNR

12

Feb 26, 2026

36.08PSNR

11

Mar 17, 2026

33.58PSNR

11

Mar 17, 2026

PENGWIN 10-view (cross-dataset)

33.38PSNR

11

Mar 17, 2026

FUMPE 10-view (cross-dataset)

31.01PSNR

11

Mar 17, 2026

LoDoPaB-CT (test)

40.51PSNR (15 views)

10

Apr 7, 2026

ToothFairy Dental CBCT (10-View)

29.24PSNR

10

Feb 26, 2026

ToothFairy (Dental CBCT) 8-View

28.35PSNR

10

Feb 26, 2026

ToothFairy Dental CBCT 6-View

27.92PSNR

10

Feb 26, 2026

30.01PSNR

10

Feb 26, 2026

LUNA16 Chest CT (8-View)

29.46PSNR

10

Feb 26, 2026

LUNA16 Chest CT 6-View

28.48PSNR

10

Feb 26, 2026

Sparse-view CT 32-views

41.17PSNR

9

Apr 14, 2026

LoDoPaB 64 projections

29.5PSNR

9

Feb 26, 2026

LoDoPaB 32 projections

28.93PSNR

9

Feb 26, 2026

LoDoPaB 16 projections

28.93PSNR

9

Feb 26, 2026

AAPM Average over views (test)

40.236PSNR (dB)

8

Jun 16, 2026

AAPM 80 views (test)

40.747PSNR

8

Jun 16, 2026

AAPM 60 views (test)

40.313PSNR

8

Jun 16, 2026

AAPM 40 views (test)

39.647PSNR (dB)

8

Jun 16, 2026

XCAT OOD (test)

40.06PSNR

8

Apr 24, 2026

39.74PSNR

8

Apr 24, 2026

AAPM OOD (test)

39.82PSNR

8

Apr 24, 2026

Sparse-view CT 64-views

44.58PSNR

8

Apr 14, 2026

Mayo sparse-view CT MPG noise, σ, γ = 5 × 10⁻²

31.3PSNR

8

Mar 5, 2026

Page 2 of 4

Popular datasets

AAPM LUNA LIDC ToothFairy CQ500

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