Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Medical Image Segmentation research benchmarks – Page 4 · SOTA2 Research

Medical Image Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ACDC 5% labeled (test)

0.888Dice

30

Feb 26, 2026

MSD Pancreas (test)

91.89DSC

30

May 22, 2026

81.13Dice

29

Mar 17, 2026

93.16Dice

29

Mar 17, 2026

91.43Dice

29

Mar 17, 2026

90.81Dice Score

29

Mar 17, 2026

89.83Dice

29

Mar 17, 2026

ACDC (5% labeled)

91.85DICE

29

Feb 26, 2026

MosMedData+ (test)

80.37Dice

29

Feb 26, 2026

FLARE → AMOS CT

Target Supervision

92.24DSC (%)

28

Jun 9, 2026

86.75Dice (%)

28

Apr 28, 2026

Pancreas-CT (10% labeled data (6 samples))

TCSeg (maximum)

82.52Dice

28

May 26, 2026

89.07Dice Score

28

May 8, 2026

0.947mDSC

27

Feb 26, 2026

0.885Dice Score

27

Feb 26, 2026

Medical Segmentation Decathlon (MSD) (test)

82.14Mean Dice Score

27

Feb 26, 2026

90.5Dice Score

26

Feb 26, 2026

BraTS 2019 (20% labeled data)

86.86Dice Coefficient

26

May 26, 2026

Breast Ultrasound

93.05DSC (%)

26

Apr 1, 2026

ACDC (5-fold cross-validation)

0.898Mean DSC

26

Feb 26, 2026

87.65Dice Score

26

Feb 26, 2026

Lung Cancer (LC) (test)

0.91Dice Score

25

Feb 26, 2026

88.55Dice (LK)

25

Mar 24, 2026

FAT-Net + ConvFormer

84.97DSC

25

Feb 26, 2026

87.63mIoU

25

May 19, 2026

Page 4 of 34

Popular datasets

ACDC BraTS MSD Amos ISIC

Follow for updates

Join SOTA2 Contact