Table 8 Results of the best model, grouped by different image conditions.

Task	Image conditions	Ranges	Class
			F1 score			Accuracy
			Usable	Potential	Average	Usable	Potential	Average
Whole building facade	Illumination	High	91.37	91.08	91.23	93.16	92.31	92.74
	Illumination	Low	90.53	89.96	90.25	92.24	91.39	91.82
	Visual range	Near-field view	91.64	91.25	91.45	93.41	92.56	92.99
	Visual range	Far-field view	90.26	89.79	90.03	91.99	91.14	91.57
	Architectural style	Traditional	91.22	90.91	91.07	93.02	92.08	92.55
	Architectural style	Modern	90.68	90.13	90.41	92.38	91.62	92.00
	Density of building	Single	91.49	91.11	91.30	93.27	92.41	92.84
	Density of building	Multiple	90.41	89.93	90.17	92.13	91.29	91.71
	Occlusion	No occlusion	91.71	91.33	91.52	93.53	92.68	93.11
	Occlusion	Occluded	90.19	89.71	89.95	91.87	91.02	91.45
First story	Illumination	High	91.02	90.42	90.72	94.22	92.89	93.56
	Illumination	Low	90.14	89.46	89.80	93.62	91.93	92.78
	Visual range	Near-field view	91.21	90.61	90.91	94.41	93.15	93.78
	Visual range	Far-field view	89.95	89.27	89.61	93.43	91.67	92.55
	Architectural style	Traditional	90.85	90.25	90.55	94.03	92.72	93.38
	Architectural style	Modern	90.31	89.63	89.97	93.81	92.1	92.96
	Density of building	Single	91.07	90.49	90.78	94.29	93.05	93.67
	Density of building	Multiple	90.09	89.39	89.74	93.55	91.77	92.66
	Occlusion	No occlusion	91.32	90.76	91.04	94.51	93.26	93.89
	Occlusion	Occluded	89.84	89.12	89.48	93.33	91.56	92.45

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