Table 2 Results from ablation experiments.
From: GSBYOLO: A lightweight Multi-Scale fusion network for road crack detection in complex environments
Model | Precision (%) | Recall (%) | mAP (%) | FLOPs/G |
|---|---|---|---|---|
YOLOv8n | 83.4 | 76.4 | 87.8 | 8.1 |
YOLOv8n + GV2C2f | 83.2 | 76.1 | 88.9 | 6.9 |
YOLOv8n + GV2C2f + SMC2f | 84.4 | 78.8 | 90.2 | 7.0 |
GSB-YOLO | 85.8 | 80.8 | 91.0 | 7.0 |
