ResearchBenchmarksObject Detection on CNTSSSObject Detection on CNTSSSFollow76.47mAP@50YOLO-TS68.534870.594972.65574.7151Nov 21, 2025Evaluation resultsMethodMethodLinksmAP@50mAP@50:95YOLO-TSFPS=102.51, Parameters...FPS=102.51, Parameters (M)=23.392025.1176.4754.21YOLO-LLTSFPS=72.17, Parameters...FPS=72.17, Parameters (M)=9.852025.1176.354.15LENS-NetFPS=151.75, Parameters...FPS=151.75, Parameters (M)=11.132025.1169.1746.62YOLOv10-LFPS=100.51, Parameters...FPS=100.51, Parameters (M)=26.772025.1168.8446.56