Table 3 The different experimental set and results
From: Crop insect pest detection based on dilated multi-scale attention U-Net
Experimental set | Results | ||
|---|---|---|---|
Accuracy | IoU | Training time (h) | |
U-Net | 84.2 | 81.4 | 15.6 |
U-Net + spatial attention | 85.6 | 84.3 | 13.2 |
U-Net + Inception | 87.2 | 86.4 | 13.7 |
U-Net + dilated multi-scale | 88.1 | 87.5 | 11.0 |
U-Net + Inception + spatial attention | 89.0 | 87.9 | 10.7 |
U-Net + dilated multi-scale + channel-spatial attention | 94.16 | 91.24 | 8.6 |