Table 1 Evaluation metrics results of ablation experiments on the Potsdam dataset with different configurations of the network.
Model | CACB | AFAM | SAM | OA | mIOU |
---|---|---|---|---|---|
Unet | 82.01 | 66.44 | |||
UNet + CACB | √ | 84.46 | 69.96 | ||
UNet + CACB + AFAM | √ | √ | 85.13 | 71.24 | |
AFF-UNet | √ | √ | √ | 85.4 | 71.44 |