Table 3.

Overall performance for different Optimizer selection, using the best cut-off threshold of 0.3. Best performance shown in bold font.

Loss	Optimizer	Learning Rate	mIOU	DSC	Average Precision
BCE+TV	ADAM	0.001	0.995	0.864	0.94
	SGD		0.985	0.573	0.8
	Adadelta		0.991	0.780	0.9
	Adagrad		0.992	0.784	0.9