Table 6.

Comparison with the different approaches in terms of the evaluation of OKS and VDS metrics on MPT dataset.

Model	Paramters	MACs	AP$_{}^{\mathit{val}}$	AP$_{}^{\mathit{test}}$	AR$_{}^{\mathit{val}}$	AR$_{}^{\mathit{test}}$
PIN(without improved CBAM)	34.15M	30.48G	0.967	0.944	0.816	0.745
PIN(without OHSM)	34.17M	30.50G	0.968	0.947	0.818	0.753
PIN	34.17M	30.50G	0.969	0.950	0.820	0.763

Significant values are in bold.