Breast Cancer Subtype Prediction on BRACS -> BACH
0.8053F1 ScoreMultiRisk
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MultiRiskDomain shift=true2025.03 | 0.8053 | 0.9323 | |
| SCDADomain shift=true2025.03 | 0.7869 | 0.8974 | |
| EfficientNet-B4Domain shift=true2025.03 | 0.7804 | 0.9235 | |
| LearnRiskDomain shift=true2025.03 | 0.7798 | 0.9293 | |
| CLAMDomain shift=true2025.03 | 0.7471 | 0.9154 | |
| DenseNet-121Domain shift=true2025.03 | 0.7377 | 0.8858 | |
| DANNDomain shift=true2025.03 | 0.7332 | 0.8588 | |
| TSADomain shift=true2025.03 | 0.7201 | 0.8676 | |
| TransMILDomain shift=true2025.03 | 0.7167 | 0.9001 | |
| DenseNet-201Domain shift=true2025.03 | 0.7164 | 0.8761 | |
| CTransPathDomain shift=true2025.03 | 0.7098 | 0.8904 | |
| Deep EnsembleDomain shift=true2025.03 | 0.7084 | 0.8954 | |
| CCTDomain shift=true2025.03 | 0.7021 | 0.8938 | |
| MCDropoutDomain shift=true2025.03 | 0.6914 | 0.8915 | |
| TransPathDomain shift=true2025.03 | 0.6893 | 0.8796 | |
| ResNet-50Domain shift=true2025.03 | 0.6733 | 0.8765 |