Crack Detection on Composite Crack Dataset (test)
99.17mAP@50GAM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GAMParameters=3,021,587, FLOPs(G)=7.62026.06 | 99.17 | 95.06 | 98.29 | 98.66 | 110.95 | |
| Res-CBAMParameters=3,573,211, FLOPs(G)=8.72026.06 | 99.03 | 94.3 | 98.17 | 98.42 | 108.32 | |
| SAParameters=2,340,523, FLOPs(G)=6.22026.06 | 98.93 | 93.98 | 98.35 | 98.1 | 118.74 | |
| YOLOv11Parameters=2,590,035, FLOPs(G)=6.42026.06 | 98.33 | 91.12 | 97.17 | 97.2 | 113.84 | |
| YOLOv8Parameters=3,011,043, FLOPs(G)=8.22026.06 | 97.07 | 89.21 | 97.38 | 94.8 | 138.78 |