Breast Ultrasound
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Medical Image Segmentation | Breast Ultrasound | DSC (%)93.05 | 26 | |
| Medical Image Segmentation | breast ultrasound (test) | mIoU0.8426 | 19 | |
| Grounding | Breast Ultrasound same-center (val) | F1 Score @ IoU=0.2552.96 | 12 | |
| Ultrasound Diagnosis | Breast Ultrasound (val) | Overall Accuracy51.41 | 8 | |
| Ultrasound Diagnosis | Breast Ultrasound (test) | Overall Accuracy49.2 | 8 | |
| Ultrasound Lesion Diagnosis and Localization | Breast Ultrasound (test) | Acc86.9 | 6 | |
| Visual Grounding | Breast Ultrasound (test) | F1 Score (IoU=0.25)45.72 | 6 | |
| Grounding | Breast Ultrasound cross-center (test) | F1 Score @ IoU=0.2545.72 | 6 | |
| Medical Reasoning | Breast Ultrasound (test) | ROUGE Score64 | 5 | |
| Bag-level classification | Breast Ultrasound | AUC0.9393 | 5 | |
| Instance-level Classification | Breast Ultrasound | Instance AUC0.8863 | 3 | |
| Image Generation | Breast Ultrasound clinical (5-fold cross-validation) | Metric- | 0 |
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