DDTI
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Ultrasound Image Segmentation | DDTI | Dice89.26 | 25 | |
| TI-RADS Malignancy Classification | DDTI External (test) | Accuracy68.7 | 23 | |
| Segmentation | DDTI External (test) | Dice Score67.5 | 23 | |
| Medical Image Segmentation | DDTI | DSC90.3 | 23 | |
| Nodule & Tumor Segmentation | DDTI | Dice Score94.3 | 17 | |
| Medical Image Segmentation | DDTI zero-shot cross-dataset (test) | Dice Score73.66 | 13 | |
| Thyroid ultrasound image segmentation | DDTI (test) | Dice Score80.13 | 10 | |
| Thyroid Nodule Segmentation | DDTI 83 (test) | Jaccard Index85.73 | 9 | |
| Thyroid nodule segmentation | DDTI 100% (test) | IoU56.42 | 2 | |
| Thyroid nodule segmentation | DDTI 80% (test) | DSC78.69 | 2 | |
| Thyroid nodule segmentation | DDTI 20% (test) | IoU63.2 | 2 | |
| Thyroid nodule segmentation | DDTI 10% (test) | IoU61.11 | 1 |
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