Table 2 Results of ablation experiments.
From: Steel surface defect detection algorithm based on improved YOLOv10
Methods | MFFN | SMA(SEM) | GhostConv(GC) | Precision(%) | Recall(%) |
|---|---|---|---|---|---|
YOLOv10n | 93.49 | 91.02 | |||
GC | ✔ | 93.63 | 91.89 | ||
GC_SEM | ✔ | ✔ | 93.76 | 92.77 | |
GC_SEM_MFFN | ✔ | ✔ | ✔ | 96.96 | 93.73 |
