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Papers Benchmarks Datasets Tasks

Coronary artery segmentation research benchmarks · SOTA2 Research

Coronary artery segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

82.74DSC

22

Apr 14, 2026

70.61DSC

21

Mar 24, 2026

Coronary artery segmentation dataset (5-fold cross-val)

DenseNet201_UNet++

97.55Accuracy (Acc)

16

Mar 4, 2026

SBCD 5-shot (test)

82.74DSC

11

Apr 14, 2026

82.74DSC

11

Apr 14, 2026

82.15DSC

10

Feb 26, 2026

90.15DSC

10

Feb 26, 2026

87.31DSC

10

Feb 26, 2026

76.21DSC

7

Apr 14, 2026

ImageCAS (test)

Anatomy Guided Coronary Artery Segmentation Framework

80.82DSC

6

Feb 26, 2026

Clinical CCTA Partial Vessels Annotation (PVA, 24.29% vessels labeled)

Progressive Weakly Supervised Learning Framework

0.715Dice

6

Feb 26, 2026

ICAS-100 cross-dataset (test)

78.74DSC

5

Feb 26, 2026

ASOCA cross-dataset (test)

85.26DSC

5

Feb 26, 2026

97.95Accuracy

2

Mar 4, 2026

Private dataset 109 images

72.17Dice Similarity Coefficient

1

Mar 4, 2026

Clinical CCTA Full Annotation

83.14Dice (%)

1

Feb 26, 2026

Popular datasets

SBCD ASOCA ICAS ImageCAS Clinical CCTA

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