HC18
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Ultrasound Image Segmentation | HC18 | Dice Score97.81 | 13 | |
| Ultrasound Segmentation | HC18 10% labeled (test) | DSC95.77 | 9 | |
| Ultrasound Segmentation | HC18 5% labeled (test) | DSC95.05 | 9 | |
| Fetal Head Segmentation | HC18 (test) | Dice Coefficient97.8 | 8 | |
| Fetal Head Segmentation Uncertainty Calibration | HC18 (ID) | NCC73 | 6 | |
| Fetal Head Segmentation | HC18 n=200 (test) | Mean Dice Score99.3 | 6 | |
| BPD measurement | HC18 (test) | Bias (mm)0.16 | 6 | |
| OFD measurement | HC18 (test) | Bias (mm)0.56 | 6 | |
| Image Classification | HC18 (test) | Precision82.44 | 3 | |
| Image Segmentation | HC18 (test) | mDSC92.53 | 3 | |
| Object Detection | HC18 (test) | mAP@5086.57 | 3 | |
| Ultrasound Segmentation | HC18 100% labeled (test) | DSC96.96 | 2 | |
| Medical Image Segmentation | HC18 (external) | Dice Coefficient92.6 | 2 |
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