Table 1 Comparison results of multiple models on the Massachusetts dataset. The best values are highlighted in bold and the second-best values are underlined.
Methods | Params (M) | FLOPs (G) | P (%) | Recall (%) | F1 (%) | IoU (%) |
|---|---|---|---|---|---|---|
D-linkNet14 | 31.10 | 48.62 | 76.48 | 79.91 | 78.16 | 64.15 |
SDUNet16 | 2.47 | 234.72 | 76.57 | 79.74 | 78.12 | 64.10 |
REF-LinkNet50 | 34.29 | 63.12 | 78.77 | 76.98 | 77.86 | 63.75 |
SFFNet29 | 34.18 | 59.77 | 78.27 | 80.31 | 79.28 | 65.67 |
OARENet51 | 33.50 | 3.81 | 75.86 | 81.66 | 78.65 | 64.82 |
LCMorph30 | 71.90 | 587.72 | 78.04 | 78.73 | 78.39 | 64.45 |
DenseDDSSPP-DeepLabV3+52 | 29.45 | 107.99 | 72.42 | 79.33 | 75.72 | 60.93 |
AEFNet53 | 20.24 | 51.09 | 76.68 | 79.11 | 77.88 | 63.77 |
DSWFNet-Ours | 61.33 | 18.47 | 79.41 | 79.73 | 79.57 | 66.07 |
