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Material Decomposition research benchmarks · SOTA2 Research

Material Decomposition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Breast spectral CT dataset

43.5PSNR (Adipose)

28

Jun 30, 2026

0.002mRMSE

14

Jun 30, 2026

Abdominal dataset

38.48Water PSNR

12

Jun 30, 2026

34.1PSNR

7

Jun 11, 2026

TRON-Synth Scenes

31.11PSNR

6

Jun 11, 2026

TRON-Synth Objects

30.99PSNR

6

Jun 11, 2026

Spectral CT Noise-free Water 720 projections

39.47PSNR

4

Apr 7, 2026

Spectral CT Noise-free Bone 720 projections

52.97PSNR

4

Apr 7, 2026

Noisy and Geometrically Inconsistent SCT Data Water material

33.87PSNR

4

Apr 7, 2026

Noisy and Geometrically Inconsistent SCT Data Bone material

43.82PSNR

4

Apr 7, 2026

Sparse-angle data Water

34.63PSNR

4

Apr 7, 2026

Sparse-angle data Bone

44.27PSNR

4

Apr 7, 2026

Material Decomposition Dataset

0.009MSE (basecolor)

3

Mar 5, 2026

Popular datasets

Spectral CT Sparse-angle data Abdominal TensorIR Material Decomposition

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