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Comparison of the multi-task training to the mono-task on the DHMItest dataset; “-” stands for unavailable metrics.
| Task | ||||
|---|---|---|---|---|
| breastbin | ACR | BIRADS | View | |
| AUC | Accuracy | Accuracy | AUC | |
| MTL | 80.46 ± 0.79 | 55.95 ± 1.12 | 67.66 ± 1.06 | 96.55 ± 0.70 |
| breast bin | 70.69 ± 0.36 | - | - | - |
| ACR | - | 54.67 ± 1.13 | - | - |
| BIRADS | - | - | 65.92 ± 0.96 | - |
| view | - | - | - | 97.14 ± 0.46 |
