Table 5 Results for the Subdatasets.
UAV | ||||||
|---|---|---|---|---|---|---|
Model | Precision | Recall | IoU | F1 score | mIoU | OA |
FCN | 75.045% | 84.016% | 65.057% | 86.724% | 77.456% | 91.468% |
Unet | 73.694% | 86.394% | 65.991% | 87.136% | 78.019% | 91.658% |
DeepLabv3+ | 89.289% | 93.739% | 84.261% | 94.715% | 90.142% | 96.721% |
MFFENet | 89.326% | 93.839% | 84.375% | 94.756% | 90.214% | 96.746% |
SAT | ||||||
FCN | 62.981% | 84.142% | 55.716% | 84.391% | 75.173% | 94.972% |
Unet | 61.795% | 78.550% | 51.179% | 82.316% | 72.619% | 94.410% |
DeepLabv3+ | 74.275% | 89.187% | 68.137% | 89.675% | 82.397% | 96.881% |
MFFENet | 74.141% | 89.141% | 67.998% | 89.621% | 82.318% | 96.862% |
UAV&SAT | ||||||
FCN | 70.847% | 84.014% | 61.757% | 85.864% | 76.515% | 92.848% |
Unet | 67.479% | 82.360% | 60.115% | 85.311% | 75.697% | 92.653% |
DeepLabv3+ | 86.128% | 92.013% | 80.125% | 93.563% | 88.316% | 96.687% |
MFFENet | 86.133% | 92.121% | 80.088% | 93.608% | 88.299% | 96.754% |
