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Medical Image Segmentation research benchmarks – Page 12 · SOTA2 Research

Medical Image Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

71.79Dice Coefficient

13

Apr 14, 2026

73.87Dice Score

13

Apr 14, 2026

85.87Mel Score

13

Mar 24, 2026

88.01Dice Score

13

Mar 19, 2026

TNUI Ultrasound

88.8Dice Score

13

Mar 19, 2026

95.44Dice Score

13

Mar 19, 2026

BCV 1-shot (test)

Full supervision

83.6Dice Score (%)

13

Mar 17, 2026

MS-CMRSeg (target)

84.1Average DSC

13

Mar 10, 2026

93.02DSC (FH)

13

Feb 26, 2026

Left Atrium 2018 (20% labeled data)

91.84Dice

13

Feb 26, 2026

88.1Dice

13

May 11, 2026

PRAD-10K 1.0 (test)

92.6Tooth DSC

13

Feb 26, 2026

AMOS-MRI (test)

87.8mDice

13

Feb 26, 2026

Vestibular Schwannoma MRI ceT1 to hrT2 target domain (test)

0.845Dice

13

Feb 26, 2026

90.1Avg Score

13

Apr 9, 2026

ACDC 100% labeled (test)

91.44Dice

13

Jun 2, 2026

79.93IoU

13

Feb 26, 2026

DM-Seg Average (unseen)

74.33IoU

12

Jun 30, 2026

DM-Seg Clear (unseen)

78.39IoU

12

Jun 30, 2026

DM-Seg LQ-1 (unseen)

75.74IoU

12

Jun 30, 2026

DM-Seg LQ-2 (unseen)

73.77mIoU

12

Jun 30, 2026

DM-Seg LQ-3 (unseen)

72.09IoU

12

Jun 30, 2026

DM-Seg LQ-3+ (unseen)

71.64IoU

12

Jun 30, 2026

Multi-annotator TRUS dataset (test)

0.025ECE

12

Jun 23, 2026

90.25LV Boundary Score

12

May 19, 2026

Page 12 of 34

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ACDC BraTS MSD Amos ISIC

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