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Comparison of the multi-task to the mono-task on the DINB dataset; “-” stands for unavailable metrics.
| Task | ||||
|---|---|---|---|---|
| breastbin | ACR | BIRADS | View | |
| AUC | Accuracy | Accuracy | AUC | |
| MTL | 78.13 ± 0.83 | 58.29 ± 1.41 | 31.70 ± 2.32 | 84.12 ± 1.32 |
| breast bin | 72.45 ± 0.26 | - | - | - |
| ACR | - | 15.60 ± 2.10 | - | - |
| BIRADS | - | - | 48.75 ± 1.23 | - |
| view | - | - | - | 97.28 ± 0.98 |
