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Papers Benchmarks Datasets Tasks

Gland Segmentation research benchmarks · SOTA2 Research

Gland Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.868mIoU

58

Apr 23, 2026

89.4DICE Score

26

Apr 13, 2026

91.49F1 Score

22

Feb 26, 2026

GlaS Challenge Dataset (test B)

84.4F1 Score

20

Feb 26, 2026

GlaS Challenge Dataset (test A)

92F1 Score

20

Feb 26, 2026

87.4F1 Score

19

Feb 26, 2026

Warwick-QU GLaS (Overall)

Xu et al. (2017)

11Rank Sum

14

Feb 26, 2026

Warwick-QU GLaS (test B)

Xu et al. (2017)

0.843F1 Score

14

Feb 26, 2026

Warwick-QU GLaS (test A)

0.913F1 Score

14

Feb 26, 2026

CAMG N=20 (test)

72.6Dice

11

Jun 5, 2026

CRAG (5-fold cross-validation)

79.6Dice Score

8

Jun 2, 2026

GlaS (5-fold cross val)

85.2Dice

8

Jun 2, 2026

Gland (Average)

79.45Dice Score (%)

5

Mar 17, 2026

82.32Dice Coefficient

5

Mar 17, 2026

76.58Dice (%)

5

Mar 17, 2026

CRAG (20% labeled data)

90.9Dice Object

3

Jun 4, 2026

MedSAM 1.0 (test)

52.79DSC

3

Feb 26, 2026

Popular datasets

GLAS CRAG Warwick-QU Gland GlaS Challenge Dataset

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