INBreast
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Medical image classification | INbreast | Accuracy79.12 | 14 | |
| Object Detection | INBreast (adapted from DDSM) (test) | Recall @0.050.25 | 14 | |
| Two-view breast cancer classification | INbreast (test) | AUC0.819 | 13 | |
| Breast Cancer Detection | In-house to INBreast (test) | Recall @ FPR=0.0546 | 11 | |
| Object Detection | INBreast (test) | AP (car)61.9 | 11 | |
| Abnormalities Localization | INbreast | mTIoU60 | 10 | |
| Abnormalities Segmentation | INbreast | IoU46.1 | 10 | |
| Four-view mammography classification | INbreast (test) | AUC0.814 | 10 | |
| Asymmetric classification | INBreast (test) | AUC90.7 | 9 | |
| Mammogram Classification | INBreast (test) | AUC-ROC0.994 | 8 | |
| Computer-Aided Diagnosis (CAD) | INBreast | AUC0.9115 | 2 | |
| Four-view Breast Cancer Classification | INbreast | AUC0.814 | 2 |
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