Model Architecture	F1 Score		Improvement
Model Architecture	Single	Multi	Improvement
Unet	0.625	0.664	0.039
UNet++	0.633	0.697	0.064
DeepLabV3	0.622	0.692	0.07
DeepLabV3+	0.552	0.672	0.12
MapNet	0.755		NA
Joint Learning [9]	0.776		NA