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Papers Benchmarks Datasets Tasks

ImageCAS dataset and benchmarks · SOTA2 Research

Research Datasets

ImageCAS

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Coronary artery segmentation

ImageCAS

70.61DSC

21

Two-stage segmentation

ImageCAS

83.65DSC

13

ImageCAS (test)

79.71DSC

13

ImageCAS (fold 5)

76.78Dice Coefficient

8

3D vascular segmentation

ImageCAS

82.95Dice

6

Coronary Artery Segmentation

ImageCAS (test)

80.82DSC

6

Vessel Segmentation

ImageCAS

81.89DSC

4

Blood Vessel Reconstruction

ImageCAS 1507

76.38Dice Score

4

Vessel Reconstruction and Generation

ImageCAS

92JSD

4

Vessel centerline extraction

ImageCAS

85.5Precision (R=1)

3

Shape Generation

ImageCAS

24.18FID

2

Shape Reconstruction

ImageCAS

1.314Chamfer Distance (CD)

2

Popular tasks

Segmentation Coronary artery segmentation Vessel Reconstruction and Generation Shape Reconstruction Vessel segmentation

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