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Papers Benchmarks Datasets Tasks

Medical Image Segmentation research benchmarks – Page 34 · SOTA2 Research

Medical Image Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

91.84Dice Coefficient

2

Feb 26, 2026

Synaptic Junction

9.2Annotation Effort

2

Feb 26, 2026

10.1Annotation Effort

2

Feb 26, 2026

Flare 23 (test)

90.07DSC

2

Feb 26, 2026

BraTS 100% labeled setting 2019

86.08Dice

1

Jul 3, 2026

T2WI Sub-Task 2 (private val)

CPS with STU-Net-S

76.73DSC

1

Apr 15, 2026

18 Volumetric (3D) Medical Segmentation Datasets

63.43Mean Dice

1

Apr 14, 2026

0.5Search Time (hours)

1

Apr 9, 2026

Pancreas-CT clean v1 (test)

79.19Dice Score

1

Feb 26, 2026

Cardiac b-SSFP → LGE

73.13LV-BP DSC (%)

1

Feb 26, 2026

Abdominal MRI → CT

74.33Liver DSC

1

Feb 26, 2026

Abdominal CT → MRI

75.28Liver DSC

1

Feb 26, 2026

Medical Vision Benchmarks

95Dice Coefficient

1

Feb 26, 2026

MSD Prostate (test)

75.81Dice (Label 1)

1

Feb 26, 2026

MSD Liver (test)

0.952Dice (Label 1)

1

Feb 26, 2026

CirrMRI600+ T1W

—

—Primary metric

0

Jun 29, 2026

—

—Primary metric

0

Feb 26, 2026

PH2 (5-fold cross-validation)

—

—Primary metric

0

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

BraTS-Decathlon

—

—Primary metric

0

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

Page 34 of 34

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