Table 7.

Extended performance comparison based on the Banana Plantation dataset.

Model	$P_{box}$	$R_{box}$	$\text{mAP}{50}_{box}$	$\text{mAP}50:{90}_{box}$	$P_{mask}$	$R_{mask}$	$\text{mAP}{50}_{mask}$	$\text{mAP}50:{90}_{mask}$
YOLOv8-Seg’	0.897	0.823	0.846	0.751	0.910	0.825	0.848	0.721
M1	0.893	0.827	0.844	0.736	0.899	0.833	0.852	0.725
M2	0.919	0.815	0.854	0.738	0.914	0.828	0.853	0.732
M3	0.917	0.817	0.856	0.742	0.912	0.818	0.855	0.726
M4	0.917	0.818	0.857	0.742	0.919	0.821	0.856	0.731
M5 (ALSS-YOLO-Seg)	0.906	0.823	0.856	0.746	0.900	0.826	0.858	0.736
M6	0.890	0.828	0.852	0.740	0.892	0.829	0.855	0.728