Table 6.

Testing of various losses.

Loss	Pixel accuracy	Plants IoU	Plants F1	Soil IoU	Soil F1
Dice loss	0.936	0.726	0.823	0.890	0.940
IoU loss	0.936	0.721	0.818	0.891	0.940
Dice crossentropy loss	0.946	0.766	0.852	0.906	0.949
Crossentropy loss	0.946	0.772	0.859	0.906	0.950