From: Bridge-over-water detection via modulated deformable convolution and attention mechanisms
Backbones | \(\mathrm AP\)(%) | \(\mathrm AP^{s}\)(%) | \(\mathrm AP^{m}\)(%) | \(\mathrm AP^{l}\)(%) |
---|---|---|---|---|
Plain | 68.4 | 48.4 | 72.1 | 85.8 |
Plain+Mdconv | 69.3 | 48.6 | 73.9 | 87.2 |
Plain+Mdconv+CBAM | 70.1 | 50.8 | 73.5 | 88.6 |
Plain+Mdconv+WCSA(CBAM) | 69.7 | 51.2 | 73.6 | 86.4 |
Plain+Mdconv+SCSA(CBAM) | 70.0 | 51.0 | 73.1 | 88.6 |
Pain+Mdconv+BAM | 69.6 | 50.6 | 73.1 | 87.5 |
Plain+Mdconv+WCSA(BAM) | 69.6 | 49.7 | 73.4 | 87.2 |
Plain+Mdconv+SCSA(BAM) | 69.8 | 50.3 | 73.3 | 87.7 |