DDSM
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Breast Cancer Classification | Mini-DDSM (3-Cls) | Sensitivity78.42 | 11 | |
| Breast Cancer Detection | DDSM to INBreast (test) | Recall @ 0.0525 | 11 | |
| Breast Cancer Detection | DDSM to In-house (test) | Recall @ FPR=0.0519 | 11 | |
| Abnormality Detection | In-house to DDSM | R@0.053 | 11 | |
| Classification | Mini-DDSM Three-Class (test) | AUC-ROC0.8492 | 10 | |
| Abnormal classification | DDSM (test) | AUC0.845 | 10 | |
| Asymmetric classification | DDSM (test) | AUC95.8 | 10 | |
| Abnormalities Localization | DDSM | Mean TIoU0.192 | 10 | |
| Medical Image Classification | DDSM+ 13% imratio (test) | AUC0.9544 | 4 | |
| Computer-Aided Diagnosis (CAD) | CBIS-DDSM | AUC75.59 | 2 |
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