| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| SBCD | UniVG | DSC82.74 | 22 | 5d ago | |
| ImageCAS | GCN | DSC70.61 | 21 | 25d ago | |
| Coronary artery segmentation dataset (5-fold cross-val) | Accuracy (Acc)97.55 | 16 | 1mo ago | ||
| SBCD 5-shot (test) | UniVG | DSC82.74 | 11 | 5d ago | |
| SBCD 5-shot | UniVG | DSC82.74 | 11 | 5d ago | |
| ICAS-100 | Ours | DSC82.15 | 10 | 1mo ago | |
| ASOCA | Ours | DSC90.15 | 10 | 1mo ago | |
| CCTA119 | Ours | DSC87.31 | 10 | 1mo ago | |
| DCA1 | DSC76.21 | 7 | 5d ago | ||
| ImageCAS (test) | Anatomy Guided Coronary Artery Segmentation Framework | DSC80.82 | 6 | 1mo ago | |
| Clinical CCTA Partial Vessels Annotation (PVA, 24.29% vessels labeled) | Progressive Weakly Supervised Learning Framework | Dice0.7145 | 6 | 1mo ago | |
| ICAS-100 cross-dataset (test) | Ours | DSC78.74 | 5 | 1mo ago | |
| ASOCA cross-dataset (test) | Ours | DSC85.26 | 5 | 1mo ago | |
| JMA 100 images | CASR-Net | Accuracy97.95 | 2 | 1mo ago | |
| Private dataset 109 images | Dice Similarity Coefficient72.17 | 1 | 1mo ago | ||
| Clinical CCTA Full Annotation | 3D U-Net | Dice (%)83.14 | 1 | 1mo ago |
