Table 8 Results of different types of model tests.
From: Improved YOLOv8n-based bridge crack detection algorithm under complex background conditions
Number | Model | mAP@0.5 | mAP@0.5:0.95 |
---|---|---|---|
1 | Faster R-CNN | 73.09% | 56.72% |
2 | SSD | 68.22% | 53.94% |
3 | DETR transformer | 78.0% | 57.5% |
4 | Ours | 84.66% | 66.83% |