CBIS-DDSM
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Mammogram Classification | CBIS-DDSM (test) | AUC87.22 | 24 | |
| Medical Image Classification | CBIS-DDSM D10 (test) | Accuracy96.5 | 12 | |
| Classification | CBIS-DDSM mass | AUC0.739 | 11 | |
| Classification | CBIS-DDSM Calc (test) | Accuracy75.4 | 8 | |
| Classification | CBIS-DDSM Mass (test) | Accuracy78.31 | 7 | |
| Classification | CBIS-DDSM D10 | Robustness (PGD)0.543 | 7 | |
| Mammogram Classification | CBIS-DDSM (val) | AUC94.27 | 6 | |
| Two-view breast cancer classification | CBIS-DDSM mass and calc. Combined (test) | AUC0.677 | 5 |
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