Cohort | Model | Micro-AUC | Macro-AUC | Accuracy | Weighted-F1-score |
---|---|---|---|---|---|
SYSU1 | ResNet-50 | 0.966 | 0.985 | 0.860 | 0.860 |
EfficientNet-B5 | 0.970 | 0.988 | 0.860 | 0.860 | |
SYSU2 | ResNet-50 | 0.887 | 0.953 | 0.780 | 0.770 |
EfficientNet-B5 | 0.918 | 0.968 | 0.870 | 0.870 | |
SZPH | ResNet-50 | 0.713 | 0.733 | 0.540 | 0.520 |
EfficientNet-B5 | 0.963 | 0.971 | 0.890 | 0.900 | |
TCGA | ResNet-50 | 0.967 | 0.973 | 0.690 | 0.680 |
EfficientNet-B5 | 0.978 | 0.962 | 0.800 | 0.810 |