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Papers Benchmarks Datasets Tasks

Medical Image Segmentation research benchmarks – Page 23 · SOTA2 Research

Medical Image Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

77.8DSC

7

Jun 24, 2026

Brain-MRI (Setting 1)

87.42Dice Score (B)

7

Jun 16, 2026

Transventricular Ultrasound dataset (test)

80.79Dice Score

7

Jun 8, 2026

65.8CT Score

7

Jun 8, 2026

BUSI, GlaS, and ThyR average

75.8IoU

7

Jun 4, 2026

74.72mIoU

7

Jun 4, 2026

77Dice Score

7

Mar 20, 2026

63Dice Score

7

Mar 20, 2026

97Dice Score

7

Mar 20, 2026

81.84Esophagus Score

7

Feb 26, 2026

0.773Lesion Score

7

Feb 26, 2026

TotalSegmentator MRI

67.05Dice: Adrenal gland

7

Feb 26, 2026

83.91Dice

7

Feb 26, 2026

79.7Dice

7

Feb 26, 2026

94.9Dice

7

Feb 26, 2026

88.86RV Dice

7

Feb 26, 2026

MSD Task05 Prostate (test)

76.59DSC (Structure 1)

7

Feb 26, 2026

MSD Task04 Hippocampus (test)

97.87NSD 1

7

Feb 26, 2026

MSD Task02 Heart (test)

93.33DSC 1

7

Feb 26, 2026

real-world CTV (test)

77.26Dice Score

7

Feb 26, 2026

LA (Left Atrium) noisy dataset 75% noise rate (test)

76.25Dice Coefficient

7

Feb 26, 2026

LA (Left Atrium) noisy 50% noise rate (test)

0.89Dice Score

7

Feb 26, 2026

LA (Left Atrium) 25% noise rate (test)

90.49Dice Coefficient

7

Feb 26, 2026

HVSMR 2016 (5-fold cross-validation)

77.1DSC (Myocardium)

7

Feb 26, 2026

80.37DSC

7

Feb 26, 2026

Page 23 of 34

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