VinDr-Mammo
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| BI-RADS Assessment | VinDr-Mammo external (val) | AUC87.7 | 13 | |
| Abnormal classification | VinDr-Mammo (test) | AUC0.841 | 10 | |
| Asymmetric classification | VinDr-Mammo (test) | AUC82.3 | 10 | |
| Abnormalities Localization | VinDr-Mammo | mTIoU27.2 | 10 | |
| Medical Report Generation | VinDr-Mammo | Composition F154.76 | 9 | |
| Breast Lesion Classification | VinDr-Mammo (External val) | AUC87.1 | 8 | |
| Image Classification | VinDr-Mammo | Accuracy61.6 | 8 | |
| Breast Cancer Classification | VinDr-Mammo 5-Class (test) | F1 Score (%)50.4 | 5 | |
| Binary Classification | VinDr-Mammo (test) | F1-Score79.57 | 4 |
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