Table 4 Validation results for the RDD2022 dataset.

From: GSBYOLO: A lightweight Multi-Scale fusion network for road crack detection in complex environments

Model

Precision (%)

Recall (%)

F1 (%)

mAP (%)

YOLOv8n

91.7

93.4

92.5

91.6

GSB-YOLO

97.6

98.8

98.2

98.8