Classification of Clothing Using Midlevel Layers

Table 9

Overview of results for varying numbers of categories: (A) 3, (B) 4, and (C) 7. Group (A) consists of shirts, socks, and dresses. Group (B) consists of group (A) plus cloths. Group (C) consists of group (B) plus pants, shorts, and jackets.

Number of categories	Local	Global	Local + Global
	Baseline
3	61.73	34.37	31.52
4	46.3	38.28	19.22
7	26.46	22.81	13.03
	L-C-S-H
3	90.06	62.45	57.52
4	67.54	46.84	43.13
7	38.60	26.77	27.99
	Increase from Baseline to  L-C-S-H
3	+28.33	+28.08	+26.00
4	+21.24	+8.56	+23.91
7	+12.14	+3.96	+14.96