Clinical
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Instance Segmentation | Clinical dataset | mIoU63.4 | 22 | |
| Glottis Detection | Clinical | mAP37.6 | 17 | |
| Melanoma Screening | Clinical unseen (test) | Mc86.36 | 16 | |
| Identity Verification | CLINICAL (test) | EER (%)0.83 | 14 | |
| Classification | Clinical (test) | Test Error Rate39.25 | 9 | |
| Pancreas Segmentation | Clinical | DSC (%)89.02 | 8 | |
| PET Image Reconstruction | Clinical DRF 10 internal | PSNR31.31 | 8 | |
| PET Image Reconstruction | Clinical internal (DRF 4) | PSNR32.1 | 8 | |
| Classification | clinical (UCI) (test) | Accuracy71.2 | 7 | |
| Bronchoscope Localization | Clinical 10-patient dataset | SR528.4 | 6 | |
| Vitiligo Segmentation | Clinical (test) | Dice Score85.05 | 5 | |
| Classification | Clinical random splits (test) | Relative Error Rate Reduction5.4 | 2 | |
| Named Entity Recognition | Clinical (val) | F1 Score (micro)87.2 | 1 | |
| Pose Estimation | Clinical-Young (test) | Metric- | 0 | |
| Image Denoising | Clinical dataset | Metric- | 0 |
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