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Segmentation research benchmarks – Page 14 · SOTA2 Research

Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

88.9DICE (Micro)

5

Apr 7, 2026

FeTS Average 2022

77.41Dice Coefficient

5

Mar 24, 2026

FeTS Group 4 3 Clients 2022

78.03Dice Coefficient

5

Mar 24, 2026

FeTS2022 Group 3 (5 Clients)

78.62Dice Score

5

Mar 24, 2026

FeTS Group 2 (6 Clients) 2022

80.82Dice Coefficient

5

Mar 24, 2026

FeTS Group 1 2022 (9 Clients)

79.84Dice Score

5

Mar 24, 2026

cFos stained dataset (test)

72Dice

5

Mar 17, 2026

General dataset

0.788Median Dice Coefficient

5

Feb 26, 2026

78.8Median Dice Coefficient

5

Feb 26, 2026

82.1Dice (Median)

5

Feb 26, 2026

0.534Median Dice

5

Feb 26, 2026

MS_Lesion (test)

0.513Dice (Median)

5

Feb 26, 2026

81.7Dice (Median)

5

Feb 26, 2026

67.9Dice Score

5

Feb 26, 2026

82.5Dice

5

Feb 26, 2026

prostate gland segmentation (internal held-out)

84.2Dice Coefficient

5

Feb 26, 2026

WSSS4LUAD (internal held-out)

54.1Dice Score

5

Feb 26, 2026

TIGER wsirois (internal held-out)

59Dice Score

5

Feb 26, 2026

TIGER wsibulk (internal held-out)

89.2Dice

5

Feb 26, 2026

PANDA (internal held-out)

93Dice Score

5

Feb 26, 2026

ORCA (internal held-out)

60.8Dice Score

5

Feb 26, 2026

Lung_seg (internal held-out)

66.3Dice Score

5

Feb 26, 2026

KPIs (internal held-out)

95.2Dice

5

Feb 26, 2026

KPMP (internal held-out)

77.9Dice

5

Feb 26, 2026

HuBMAP (internal held-out)

58.2Dice Score

5

Feb 26, 2026

Page 14 of 23

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