主干网络 | 注意力头数量 | OA | IoU | P | R | F1 |
vgg16 | 4 | 0.9699 | 0.9317 | 0.9679 | 0.9612 | 0.9645 |
8 | 0.9684 | 0.9267 | 0.9643 | 0.9592 | 0.9617 | |
ResNet50 | 4 | 0.9667 | 0.9283 | 0.9693 | 0.9569 | 0.9626 |
8 | 0.9857 | 0.9510 | 0.9761 | 0.9737 | 0.9748 | |
MSANet-s | 4 | 0.9643 | 0.9255 | 0.9625 | 0.9600 | 0.9612 |
8 | 0.9775 | 0.9423 | 0.9699 | 0.9707 | 0.9702 |