Advances, Systems and Applications
Table 3 Experimental results of different models on the mangrove dataset
Model | Miou(%) | PA(%) | F1_score(%) | Mangrove(CPA) (%) | River & Ocean(CPA) (%) |
|---|---|---|---|---|---|
MSFANet ResNet-50 | 0.86015 | 0.96419 | 0.92029 | 0.98981 | 0.96425 |
MSFANet ResNet-101 | 0.84928 | 0.96261 | 0.91238 | 0.98951 | 0.94620 |
UNET | 0.68159 | 0.91982 | 0.77046 | 0.98508 | 0.91875 |
GCN ResNet-50 | 0.78231 | 0.95376 | 0.86321 | 0.98847 | 0.94395 |
GCN ResNet-101 | 0.78443 | 0.95078 | 0.86935 | 0.98013 | 0.93630 |
DeepLabv3 +  | 0.73638 | 0.92917 | 0.83042 | 0.98569 | 0.93651 |
ExFuse ResNet-50 | 0.72884 | 0.94070 | 0.80712 | 0.98487 | 0.93891 |
ExFuseResNet-101 | 0.78559 | 0.94418 | 0.86893 | 0.98364 | 0.94242 |