Ultrasound
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Medical Report Generation | Ultrasound Average | BLEU-153.87 | 24 | |
| Medical Report Generation | Ultrasound Kidney | BLEU-177.56 | 24 | |
| Medical Report Generation | Ultrasound Gynecology | BLEU-152.52 | 24 | |
| Medical Report Generation | Ultrasound Breast | BLEU-171.36 | 24 | |
| Interactive Medical Image Segmentation | Ultrasound | Dice89 | 16 | |
| Medical Report Generation | Ultrasound Thyroid | BLEU-150.55 | 12 | |
| Medical Report Generation | Ultrasound Vessel | BLEU-142.54 | 12 | |
| Medical Report Generation | Ultrasound Liver | BLEU-158.01 | 12 | |
| Medical Report Generation | Ultrasound Heart | BLEU-177.97 | 12 | |
| Medical Image Segmentation | Ultrasound | DICE91.3 | 11 | |
| Image classification | Ultrasound (test) | mAP88.19 | 8 | |
| Text-to-Image Generation | Ultrasound (held-out) | FID56.81 | 4 | |
| Placenta Accreta Spectrum (PAS) Detection | Ultrasound (US) (Cross-validation) | Accuracy89.3 | 3 |
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