“This paper introduces the research progress of synthetic aperture radar (SAR) in the field of remote sensing target detection, focusing on the problems of large target scale differences, difficult feature extraction and fusion in SAR remote sensing small target image detection. The research team has established an improved YOLO11n method that integrates multiple attention mechanisms, providing a solution to the problem of insufficient accuracy in SAR ship target detection in complex scenes.”