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 Segmentation research benchmarks · SOTA2 Research

Medical Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.944DSC

20

Jun 1, 2026

41DSC

11

Feb 26, 2026

Average Across all 11 ultrasound sites (test)

74.39mIoU

7

Feb 26, 2026

Cardiac Ultrasound (test)

81.37mIoU

7

Feb 26, 2026

Gastrointestinal Ultrasound (test)

74.69mIoU

7

Feb 26, 2026

Prostate Ultrasound (test)

89.92mIoU

7

Feb 26, 2026

Neurosonography Ultrasound (test)

71.06mIoU

7

Feb 26, 2026

Thyroid Ultrasound (test)

0.735mIoU

7

Feb 26, 2026

Musculoskeletal Ultrasound (test)

81.24mIoU

7

Feb 26, 2026

Abdominal Ultrasound (test)

60.07mIoU

7

Feb 26, 2026

Gynecological Ultrasound (test)

0.724mIoU

7

Feb 26, 2026

Lung Ultrasound (test)

57.55mIoU

7

Feb 26, 2026

Prenatal Ultrasound (test)

88.13mIoU

7

Feb 26, 2026

Medical Segmentation Decathlon Colon (5-fold Cross-Validation)

49.67Dice Score

3

Feb 26, 2026

Medical Segmentation Decathlon (MSD) Spleen (5-fold Cross-Validation)

96.54Dice Score

3

Feb 26, 2026

Medical Segmentation Decathlon (MSD) Hepatic Vessel (5-fold Cross-Validation)

68.71Dice Score

3

Feb 26, 2026

Medical Segmentation Decathlon (MSD) Pancreas (5-fold Cross-Validation)

68.24Dice Score

3

Feb 26, 2026

Medical Segmentation Decathlon (MSD) Lung (5-fold Cross-Validation)

73.33Dice Score

3

Feb 26, 2026

Medical Segmentation Decathlon (MSD) Prostate (5-fold Cross-Validation)

0.757Dice Score

3

Feb 26, 2026

Medical Segmentation Decathlon (MSD) Hippocampus (5-fold Cross-val)

0.891Dice Score

3

Feb 26, 2026

Medical Segmentation Decathlon (MSD) Liver (5-fold Cross-Validation)

0.797Dice Score

3

Feb 26, 2026

Medical Segmentation Decathlon (MSD) Brain (5-fold Cross-Validation)

0.742Dice Score

3

Feb 26, 2026

Popular datasets

Medical Segmentation Decathlon Medical Segmentation Decathlon (MSD)KiTS Average Prenatal Ultrasound

Follow for updates

Join SOTA2 Contact