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Medical Image Segmentation research benchmarks – Page 20 · SOTA2 Research

Medical Image Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

86.44Dice Score

9

Apr 14, 2026

352x352 input resolution (2080Ti GPU)

9FLOPs (GB)

9

Apr 14, 2026

Abd-MRI to CT Setting 1 (test)

77.78Spleen Score

9

Apr 6, 2026

Abd-CT to MRI Setting 1 (test)

74.7Spleen Score

9

Apr 6, 2026

Prostate few-shot

64.2Mean Dice Score

9

Apr 6, 2026

46.3Mean Dice Score

9

Apr 6, 2026

40.3Mean Dice Score

9

Apr 6, 2026

0.534Mean Dice Score

9

Apr 6, 2026

0.832Dice Coefficient

9

Mar 19, 2026

94Dice Coefficient

9

May 19, 2026

COVID-19 lung CT D9 (test)

HyPCA-Net-EMCAD

90.3DSC

9

Feb 26, 2026

Pancreas-CT MT-Noise v1 (test)

81.52Dice

9

Feb 26, 2026

Pancreas-CT SFDA-Noise v1 (test)

78.64Dice Score

9

Feb 26, 2026

0.66Dice Coefficient

9

Feb 26, 2026

ACDC MICCAI 2017 (test)

92.75DSC

9

Feb 26, 2026

97.1Dice Score (Liver)

9

Feb 26, 2026

80.5Brainstem Score

9

Feb 26, 2026

IDRiD relabeled

87.5Vessel mIoU

9

Feb 26, 2026

80.4Vessel Score

9

Feb 26, 2026

GAMMA relabeled

88.6Vessel IoU

9

Feb 26, 2026

DRIVE relabeled

82.8Vessel Score

9

Feb 26, 2026

84.42DICE

9

Feb 26, 2026

82.85DICE

9

Feb 26, 2026

76.5mIoU

9

Feb 26, 2026

BraTS (Brain Tumor Segmentation) 2020 (5-fold cross-validation)

76.65Dice Score (Mean)

9

Feb 26, 2026

Page 20 of 34

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ACDC BraTS MSD Amos ISIC

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