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Papers Benchmarks Datasets Tasks

Medical Image Segmentation research benchmarks – Page 33 · SOTA2 Research

Medical Image Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Layer Ensembles

0.903DSC

3

Feb 26, 2026

Layer Ensembles

87.2DSC

3

Feb 26, 2026

MSD Prostate 5-fold CV

ensemble 2D U-Net + 3D U-Net

63.78Dice (Label 1)

3

Feb 26, 2026

MSD Hippocampus 5-fold CV

89.87Dice (Label 1)

3

Feb 26, 2026

MSD Brain Tumour (5-fold CV)

ensemble 2D U-Net + 3D U-Net

80.79Dice (Label 1)

3

Feb 26, 2026

0.156Mean Dice Gain

2

Jun 2, 2026

0.143Mean Dice Gain

2

Jun 2, 2026

0.896X-Ray Score

2

Apr 15, 2026

CamylaBench (val)

4Success Rate

2

Apr 14, 2026

CamylaBench 26 datasets (test)

18Success Rate

2

Apr 14, 2026

4.5Search Time (h)

2

Apr 9, 2026

11Search Time (hours)

2

Apr 9, 2026

Pelvic 1-shot (test)

Full supervision

94.7Dice Coefficient

2

Mar 17, 2026

CAMUS LV Endocardium

63.8DSC

2

Feb 26, 2026

0.574DSC

2

Feb 26, 2026

CHASE (external)

62.6Dice

2

Feb 26, 2026

0.927Dice

2

Feb 26, 2026

8,790Dice

2

Feb 26, 2026

HC18 (external)

92.6Dice Coefficient

2

Feb 26, 2026

TN3K (external)

40.8Dice

2

Feb 26, 2026

99.4Dice

2

Feb 26, 2026

77Dice Coefficient

2

Feb 26, 2026

Intraretinal Fluid

85Dice Coefficient

2

Feb 26, 2026

63.1Dice

2

Feb 26, 2026

91.6Dice

2

Feb 26, 2026

Page 33 of 34

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