Due to the low detection accuracy of current steel surface defect detection methods, this paper proposes an SSB-YOLO11-based detection method. Three attention mechanisms, namely SimAM, CBAM, and ECA, are incorporated into the YOLO11 model. Experimental results demonstrate that the SimAM module achieves superior perform...