Table 3.
Dataset | Metric | FCN | UNet | Mobile-Unet | LSTS | RPDNet |
---|---|---|---|---|---|---|
FI | IoU | 0.645 | 0.687 | 0.727 | 0.650 | 0.766 |
Recall | 0.771 | 0.800 | 0.792 | 0.811 | 0.833 | |
Precision | 0.798 | 0.822 | 0.898 | 0.766 | 0.905 | |
F1-Measure | 0.784 | 0.809 | 0.842 | 0.788 | 0.867 | |
TILDA | IoU | 0.719 | 0.687 | 0.752 | 0.831 | |
Recall | 0.831 | 0.784 | 0.833 | 0.886 | ||
Precision | 0.842 | 0.849 | 0.886 | 0.930 | ||
F1-Measure | 0.836 | 0.815 | 0.859 | 0.907 |