Open Access
Table 2
Results with AAs over the test sample.
| Encoder | Visual | Sloan | Color | Mass | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dice | Precision | Recall | Dice | Precision | Recall | Dice | Precision | Recall | Dice | Precision | Recall | |
| ResNet18 | 0.8894 | 0.8769 | 0.9269 | 0.8876 | 0.8718 | 0.9293 | 0.8888 | 0.8530 | 0.9502 | 0.8949 | 0.9036 | 0.9080 |
| ResNet50 | 0.8811 | 0.8803 | 0.9260 | 0.8858 | 0.8589 | 0.9401 | 0.8943 | 0.8898 | 0.9206 | 0.8897 | 0.8779 | 0.9258 |
| EfficientNetB1 | 0.8884 | 0.8534 | 0.9490 | 0.8854 | 0.8797 | 0.9401 | 0.8819 | 0.8452 | 0.9451 | 0.9824 | 0.8616 | 0.9470 |
| EfficientNetB2 | 0.8805 | 0.8549 | 0.9373 | 0.8836 | 0.8533 | 0.9420 | 0.8886 | 0.8625 | 0.9403 | 0.8890 | 0.8802 | 0.9230 |
| EfflcientNetBo | 0.8856 | 0.8657 | 0.9324 | 0.8914 | 0.8590 | 0.9478 | 0.8845 | 0.8574 | 0.9397 | 0.8935 | 0.8867 | 0.9237 |
| DenseNet161 | 0.8893 | 0.8955 | 0.9067 | 0.8867 | 0.8727 | 0.9264 | 0.8869 | 0.8834 | 0.9173 | 0.8959 | 0.8820 | 0.9304 |
| DenseNet201 | 0.8969 | 0.8863 | 0.9274 | 0.8862 | 0.8434 | 0.9550 | 0.8830 | 0.8991 | 0.8937 | 0.8928 | 0.8701 | 0.9379 |
| Average value | 0.8887 | 0.8733 | 0.9294 | 0.8867 | 0.8627 | 0.9370 | 0.8869 | 0.8701 | 0.9296 | 0.8926 | 0.8803 | 0.9280 |
Notes. Last row shows the average values for all encoders. Color coding corresponds to the one used in Table 1, i. e., lighter colors represent better results.
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