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Multi-organ Segmentation research benchmarks · SOTA2 Research

Multi-organ Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Synapse multi-organ CT (test)

91.94DSC (Aorta)

108

Jul 2, 2026

Synapse multi-organ segmentation (test)

0.874Avg DSC

66

Jul 2, 2026

97.8Spl

55

Feb 26, 2026

87.98Average DSC

47

May 12, 2026

Synapse multi-organ CT v1 (fixed (18 train, 12 test))

0.913DSC

26

Apr 29, 2026

Synapse multi-organ

86.08Average DICE

24

May 26, 2026

95.44Spl Score

22

Mar 4, 2026

Synapse 12 scans (val)

95.77Spleen DSC

20

Apr 21, 2026

Synapse multi-organ CT (val)

79.13Average DSC

18

Feb 26, 2026

Synapse 20% labeled data (test)

66.45Avg. Dice

16

Feb 26, 2026

BTCV (5-fold cross-validation)

95.92Spl

14

May 18, 2026

89.03Mean Dice

13

Jun 1, 2026

71.2Avg. Dice

12

Mar 27, 2026

Synapse multi-organ four-fold cross-validation (official)

89.55Aorta DSC

10

Feb 26, 2026

Inhouse dataset

82.59Brainstem DSC

9

Feb 26, 2026

86.54Brainstem DSC

9

Feb 26, 2026

Aggregated Partially Labeled Datasets (F, P1, P2, P3, P4) (test)

93.1Mean Dice Coefficient

9

Feb 26, 2026

Synapse-CT 3-volume (train)

90.82Spleen Dice

7

Feb 26, 2026

Synapse-CT 2-volume (train)

90.11Spleen Dice

7

Feb 26, 2026

CHAOS MRI (3 folds)

92.46DSC (Liver)

7

Feb 26, 2026

11.46DSC (Aorta)

6

Mar 13, 2026

0.213Aorta DSC

6

Mar 13, 2026

92.62Liver DSC

6

Mar 13, 2026

BTCV (80/20 split)

91.4Spl

6

Feb 26, 2026

CT Organ Suite Internal (val)

87.55DSC

6

Feb 26, 2026

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