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 22 · SOTA2 Research

Medical Image Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

UWaterloo Skin Cancer

95.6Dice Score

8

Apr 14, 2026

71.55mIoU

8

Mar 10, 2026

74.24mIoU (SRF)

8

Mar 10, 2026

MICCAI FUSeg (val)

86.96Dice Coefficient

8

Mar 4, 2026

COVID-19 lung region segmentation

Attention U-Net

86.58Dice Coefficient

8

Feb 26, 2026

VITILIGO 2025 (test)

90.9IoU

8

Feb 26, 2026

Meningioma dataset (test)

81.08Dice Score

8

Feb 26, 2026

GlaS (three fixed-seed random data splits)

88.72IoU

8

Feb 26, 2026

BUSI (three fixed-seed random data splits)

0.661mIoU

8

Feb 26, 2026

Implicit U-KAN 2.0

83.97Dice

8

Feb 26, 2026

QaTa-COV19 1.0 (test)

Curriculum Prompting

79.826Dice Score

8

Feb 26, 2026

Kvasir 1.0 (test)

Curriculum Prompting

93.67mDice

8

Feb 26, 2026

MS-CMRSEG 20% data labeled 2019

88.19Dice

8

Feb 26, 2026

0.68DSC

8

Feb 26, 2026

61.4Dice Score

8

Feb 26, 2026

66.3Dice Score (%)

8

Feb 26, 2026

0.645Dice Score

8

Feb 26, 2026

49.5Dice Score

8

Feb 26, 2026

0.726Dice Score

8

Feb 26, 2026

72.5Dice Score

8

Feb 26, 2026

63.8Dice Score

8

Feb 26, 2026

87.7DSC

8

Feb 26, 2026

BCV Decathlon Liver (test)

real training set

91.2Dice Score (Clean)

8

Mar 25, 2026

88.84F1 Score

8

Feb 26, 2026

Medical Image Segmentation Frameworks Comparison

130Model Zoo Count

7

Jun 30, 2026

Page 22 of 34

Popular datasets

ACDC BraTS MSD Amos ISIC

Follow for updates

Join SOTA2 Contact