A Defect Detection Model for Industrial Products Based on Attention and Knowledge Distillation

Table 4

Ablation experiment with the T-model.

Approach and improvement	[email protected] (%)	[email protected] (%)	Precision (%)	Recall (%)	F1
T-model	97.91	57.43	97.24	97.87	0.97
+Residual fusion path	98.02	57.57	98.16	98.47	0.99
+Residual fusion path + down sampling path	98.53	58.8	98.85	98.38	0.98