Table 5 The role of SRM and SIM of our method on the results.
Dataset | Model | Spatial refine module | Spatial interation module | mIoU |
|---|---|---|---|---|
DeepGlobe | Baseline | \(\times\) | \(\times\) | 71.6 |
Ours | \(\checkmark\) | \(\times\) | 65.7 | |
\(\times\) | \(\checkmark\) | 72.4 | ||
\(\checkmark\) | \(\checkmark\) | 77.8 | ||
Vaihingen | Baseline | \(\times\) | \(\times\) | 78.7 |
Ours | \(\checkmark\) | \(\times\) | 75.6 | |
\(\times\) | \(\checkmark\) | 78.9 | ||
\(\checkmark\) | \(\checkmark\) | 82.5 | ||
Postdam | Baseline | \(\times\) | \(\times\) | 79.3 |
Ours | \(\checkmark\) | \(\times\) | 70.3 | |
\(\times\) | \(\checkmark\) | 79.6 | ||
\(\checkmark\) | \(\checkmark\) | 88.3 |
