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Papers Benchmarks Datasets Tasks

3D Medical Image Segmentation research benchmarks – Page 3 · SOTA2 Research

3D Medical Image Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

97.59F1 Score

4

Mar 4, 2026

Gallbladder (CT)

90.12DSC

4

May 7, 2026

TotalSegmentator Vertebrae (test)

SW (gold standard)

90.9DSC

4

Feb 26, 2026

TotalSegmentator Organ 1,204 CT scans (test)

SW (gold standard)

0.898DSC

4

Feb 26, 2026

Head-Neck Tumor PET

84.12DSC

3

Feb 26, 2026

92.54DSC (%)

3

Feb 26, 2026

Pleural Effusion CT

75.52DSC

3

Feb 26, 2026

0.838DSC

3

Feb 26, 2026

Lung Infections CT

0.785DSC

3

Feb 26, 2026

96.21DSC

3

Feb 26, 2026

Head-Neck Tumor CT

76.14DSC

3

Feb 26, 2026

Abdomen Tumor CT

0.783DSC

3

Feb 26, 2026

Prostate MR-ADC

93.25DSC

3

Feb 26, 2026

85.16DSC

3

Feb 26, 2026

96.17DSC

3

Feb 26, 2026

Right Ventricle MR

90.51DSC

3

Feb 26, 2026

Left Ventricle MR

0.912DSC

3

Feb 26, 2026

87.43DSC

3

Feb 26, 2026

Cerebellum MR-T2

92.69DSC

3

Feb 26, 2026

Cerebellum MR-T1

94.47DSC

3

Feb 26, 2026

Brain Tumor MR-FLAIR

0.925DSC

3

Feb 26, 2026

Brain Ventricles MR-T2

77.02DSC

3

Feb 26, 2026

Brain Ventricles MR-T1

78.95DSC

3

Feb 26, 2026

MSLS 2017 (test)

83.96Average DSC

2

May 15, 2026

Ex Vivo MRI (test)

89.1Dice (Healthy WM)

2

May 14, 2026

Page 3 of 4

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