Table 4.

Accuracy performance of various network structures using the validation set.

Model	Network Structures		Forecasted Horizons (h)
			t + 1	t + 2	t + 3	t + 6
GRI_FCN	FCN-32s	PA	77.8%	73.2%	68.9%	51.2%
		MIoU	55.2%	50.3%	42.9%	30.2%
	FCN-16s	PA	78.5%	74.6%	70.8%	52.7%
		MIoU	55.1%	52.4%	47.5%	32.2%
	FCN-8s	PA	79.4%	76.9%	72.7%	56.9%
		MIoU	56.7%	53.8%	48.8%	33.5%
GRI-RRI_MCNN	FCN-32s	PA	81.9%	76.7%	71.6%	55.6%
		MIoU	57.0%	53.7%	45.6%	31.9%
	FCN-16s	PA	82.8%	77.8%	74.3%	58.5%
		MIoU	57.5%	55.2%	48.6%	34.2%
	FCN-8s	PA	83.6%	79.2%	75.3%	60.9%
		MIoU	58.7%	56.8%	50.3%	36.5%