Table 6 Comparison experiment on segment head.
Method | mAP50 (Box) | mAP50 (Mask) | FLOPs | Params (M) | FPS | Model size (M) |
|---|---|---|---|---|---|---|
YOLOv8n-seg (Baseline) | 0.887 | 0.883 | 12.0G | 3.4 | 1112.5 | 6.8 |
+EfficientHead | 0.890 | 0.890 | 11.9G | 4.0 | 1225.0 | 8.1 |
+LADH | 0.895 | 0.894 | 10.0G | 2.5 | 1233.0 | 5.4 |
+LSCSH (Ours) | 0.899 | 0.897 | 10.0G | 2.5 | 1304.2 | 5.0 |
