Fig. 11

F1-confidence curves on NEU-DET. MSEOD-DDFusionNet outperforms YOLOv11s with a higher F1-score (0.75 vs. 0.74) and more consistent performance across confidence levels.

F1-confidence curves on NEU-DET. MSEOD-DDFusionNet outperforms YOLOv11s with a higher F1-score (0.75 vs. 0.74) and more consistent performance across confidence levels.