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Papers Benchmarks Datasets Tasks

Sparse-View CT Reconstruction research benchmarks – Page 4 · SOTA2 Research

Sparse-View CT Reconstruction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Anatomy Shift Source: Body, Destination: Brain

37.82PSNR

6

Mar 5, 2026

Kidney CT 72-view 10,000 images (test)

30.85RMSE (HU)

6

Feb 26, 2026

Kidney CT 36-view 10,000 images (test)

39.71RMSE (HU)

6

Feb 26, 2026

0.1Runtime (s)

6

Feb 26, 2026

AAPM nv=32 views

39.51PSNR

6

Feb 26, 2026

6 Public CT Datasets (AbdomenAtlas, RSNA2023, AMOS, MELA, LUNA16, RibFrac) (test)

33.35PSNR

5

Mar 17, 2026

34.4PSNR

5

Feb 26, 2026

Kidney CT dataset

0.065Inference Time (s)

4

Feb 26, 2026

AAPM Bone ROI (test)

0.009MAE

3

Jun 16, 2026

AAPM Lung ROI (test)

0.007MAE

3

Jun 16, 2026

33.717PSNR (18 views)

3

Jun 4, 2026

36.478PSNR (18 views)

3

Jun 4, 2026

Page 4 of 4

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AAPM LUNA LIDC ToothFairy CQ500

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