Synapse
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Medical Image Segmentation | Synapse (test) | Dice86.73 | 123 | |
| Multi-organ segmentation | Synapse multi-organ CT (test) | DSC86.49 | 95 | |
| Medical Image Segmentation | Synapse | Average DSC87.83 | 52 | |
| Multi-organ segmentation | Synapse multi-organ segmentation (test) | Avg DSC0.8743 | 50 | |
| Semi-supervised medical image segmentation | Synapse (20% labeled) | Average Dice Score68.49 | 39 | |
| Multi-organ segmentation | Synapse | Average DSC87.98 | 33 | |
| Abdominal Multi-organ Segmentation | Synapse | Average DSC85.07 | 29 | |
| Organ Segmentation | Synapse multi-organ CT | DSC (Spleen)95.77 | 24 | |
| Multi-organ Segmentation | Synapse 20% labeled data (test) | Avg. Dice66.45 | 16 | |
| Medical Image Segmentation | Synapse seven-shot | DICE71.19 | 16 | |
| Multi-organ segmentation | Synapse multi-organ | Average DICE84.9 | 15 | |
| Medical Image Segmentation | Synapse (30%) | Dice0.748 | 14 | |
| Medical Image Segmentation | Synapse (15%) | Dice66.3 | 14 | |
| Multi-organ Segmentation | Synapse (test) | Avg. Dice71.2 | 12 | |
| Medical Image Segmentation | Synapse multi-organ CT MICCAI 2015 (test) | Average DSC84.63 | 12 | |
| Multi-organ segmentation | Synapse multi-organ four-fold cross-validation (official) | Aorta DSC89.55 | 10 | |
| Semantic Segmentation | Synapse | mIoU72.78 | 9 | |
| Multi-organ segmentation | Synapse 12 scans (val) | Spleen DSC93.58 | 9 | |
| Semi-supervised medical image segmentation | Synapse 10% label | DSC0.6673 | 7 | |
| Semi-supervised medical image segmentation | Synapse (5% label) | DSC56.1 | 7 | |
| Semantic Segmentation | Synapse multi-organ CT | Dice Score0.8119 | 5 | |
| Medical Image Segmentation | Synapse | Metric- | 0 |
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