UCSF
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Medical Image Translation | UCSF Average across 14 modality cases | SSIM86.99 | 12 | |
| Tumor Segmentation and Detection | UCSF Kidney Tumor internal (test) | F1 Score75 | 11 | |
| Tumor Segmentation and Detection | UCSF Pancreas Tumor internal (test) | F1 Score83 | 11 | |
| MRI Reconstruction | UCSF 0.55T T2-FLAIR (test) | PSNR32.65 | 10 | |
| Coronary Artery Stenosis Assessment | UCSF External (val) | MAE8.7 | 7 | |
| Brain disease progression forecasting | UCSF Tumor (test) | DSC75.2 | 5 | |
| Tumor Grading | UCSF | AUC83.3 | 2 |
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