Table 2.
Model | Detection Results | Training Time | F1/% | |||
---|---|---|---|---|---|---|
mIoU | mPA | Precision | Recall | |||
CA-DeepLabv3+ | 0.907 | 0.952 | 0.9488 | 0.9520 | 44h | 95.1 |
DeepLabv3+ | 0.886 | 0.943 | 0.9352 | 0.9427 | 30h | 93.9 |
UNet | 0.722 | 0.777 | 0.8430 | 0.7775 | 26h | 80.9 |
PSPNet | 0.668 | 0.735 | 0.7703 | 0.7338 | 15h | 71.5 |