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Medical Image Segmentation research benchmarks – Page 25 · SOTA2 Research

Medical Image Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CARE T1 2025 (val)

95.74Dice Coefficient

6

Feb 26, 2026

Universal model

0.973DSC

6

Feb 26, 2026

MeCOVQA-G+ out-of-domain (test)

80.63IoU

6

Feb 26, 2026

55.03DICE

6

Feb 26, 2026

2,589DICE

6

Feb 26, 2026

93.1LV Segmentation Score

6

Feb 26, 2026

Federated Medical Datasets (Prostate, Fundus-OD, Fundus-OC, Nuclei, ISIC, CHAOS) (Average)

82.9Dice Score

6

Feb 26, 2026

PROMISE12 10% labeled ratio (test)

83.35Dice

6

Feb 26, 2026

PROMISE12 5% labeled ratio (test)

0.836Dice

6

Feb 26, 2026

3.06Latency (ms)

6

Feb 26, 2026

0.012DSC

6

Feb 26, 2026

1.05DSC

6

Feb 26, 2026

MRI Transitional Zone

0.11DSC

6

Feb 26, 2026

MRI Peripheral Zone

2.79DSC

6

Feb 26, 2026

BraTS Challenge MSD 5-fold cross-validation (train)

81.2Dice (ED)

6

Feb 26, 2026

M Mean (20% test)

84.79DICE Score

6

Feb 26, 2026

80.86DICE Score

6

Feb 26, 2026

87.44DICE Score

6

Feb 26, 2026

85.19DICE

6

Feb 26, 2026

87.95DICE Score

6

Feb 26, 2026

90.02DICE Score

6

Feb 26, 2026

Chao 20% (test)

97.68DICE Score

6

Feb 26, 2026

85.87DICE Score

6

Feb 26, 2026

86.87DICE Score

6

Feb 26, 2026

LiTS 20% (test)

95.21DICE Score

6

Feb 26, 2026

Page 25 of 34

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ACDC BraTS MSD Amos ISIC

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