Table 3.
Model | MIOU (%) | IOU (%) | MPA (%) | PA (%) |
---|---|---|---|---|
U-Net | 83.33 | 72.77 | 89.5 | 81.5 |
DeepLabv3+ | 83.91 | 73.98 | 91.45 | 86.39 |
PSPNet (MobileNet) | 74.25 | 60.38 | 89.52 | 88.89 |
PSPNet (ResNet50) | 85.4 | 76.27 | 91.92 | 86.7 |
Phase-fusion PSPNet | 86.31 | 77.64 | 91.91 | 86.1 |
Double phase-fusion PSPNet | 86.57 | 78.1 | 92.3 | 86.96 |
MIOU: mean intersection over union; IOU: intersection over union; MPA: mean average precision; PA: average precision.