Methods | 螺栓头部 | 螺栓杆身 | 螺母 | 接地扁铁 | mAcc | mIoU | ||||
Acc | IoU | Acc | IoU | Acc | IoU | Acc | IoU | |||
SGNet | 0.9185 | 0.8544 | 0.7978 | 0.5648 | 0.9301 | 0.7727 | 0.9923 | 0.9016 | 0.9097 | 0.7734 |
ACNet | 0.9243 | 0.8307 | 0.7768 | 0.3915 | 0.9412 | 0.5867 | 0.9827 | 0.8704 | 0.9063 | 0.6698 |
FRNet | 0.9123 | 0.8490 | 0.7923 | 0.4228 | 0.9338 | 0.6861 | 0.9852 | 0.8919 | 0.9059 | 0.7125 |
ESANet | 0.9155 | 0.8462 | 0.8316 | 0.4157 | 0.9272 | 0.6533 | 0.9767 | 0.8852 | 0.9128 | 0.7001 |
本文算法 | 0.9333 | 0.8505 | 0.8345 | 0.5861 | 0.9506 | 0.8552 | 0.9955 | 0.8979 | 0.9285 | 0.7974 |