ImageCAS
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Coronary artery segmentation | ImageCAS | DSC70.61 | 21 | |
| Two-stage segmentation | ImageCAS | DSC83.65 | 13 | |
| Segmentation | ImageCAS (test) | DSC79.71 | 13 | |
| Segmentation | ImageCAS (fold 5) | Dice Coefficient76.78 | 8 | |
| Coronary Artery Segmentation | ImageCAS (test) | DSC80.82 | 6 | |
| Blood Vessel Reconstruction | ImageCAS 1507 | Dice Score76.38 | 4 | |
| Vessel Reconstruction and Generation | ImageCAS | JSD92 | 4 | |
| Vessel centerline extraction | ImageCAS | Precision (R=1)85.5 | 3 | |
| Shape Generation | ImageCAS | FID24.18 | 2 | |
| Shape Reconstruction | ImageCAS | Chamfer Distance (CD)1.314 | 2 |
Showing 10 of 10 rows