Table 2.
Detection performance of U-Net model with all possible combinations of CBAM, ASPP, and FA.
| Baseline | CBAM | ASPP | FA | Parameters (M) | mIoU (%) |
|---|---|---|---|---|---|
| ✓ | 31.03 | 72.19 | |||
| ✓ | ✓ | 31.12 | 75.07 | ||
| ✓ | ✓ | 39.49 | 76.58 | ||
| ✓ | ✓ | 31.40 | 79.14 | ||
| ✓ | ✓ | ✓ | 39.58 | 78.42 | |
| ✓ | ✓ | ✓ | 31.49 | 80.15 | |
| ✓ | ✓ | ✓ | 39.86 | 80.81 | |
| ✓ | ✓ | ✓ | ✓ | 40.42 | 82.37 |