Size | Method | Precision | Recall | F-measure |
---|---|---|---|---|
Tiny | FCN+DL | 0.333 | 0.149 | 0.029 |
CNN+DL | 0.432 | 0.239 | 0.308 | |
CNN+FCN | 0.808 | 0.627 | 0.706 | |
CNN+FCN+DL | 0.915 | 0.642 | 0.754 | |
Small | FCN+DL | 1.000 | 0.738 | 0.849 |
CNN+DL | 0.844 | 0.813 | 0.828 | |
CNN+FCN | 0.972 | 0.863 | 0.914 | |
CNN+FCN+DL | 1.000 | 0.863 | 0.926 | |
Normal | FCN+DL | 1.000 | 0.890 | 0.941 |
CNN+DL | 1.000 | 0.972 | 0.986 | |
CNN+FCN | 1.000 | 0.972 | 0.986 | |
CNN+FCN+DL | 1.000 | 0.972 | 0.986 |