An Adaptive Recommendation Algorithm of Intelligent Clothing Design Elements Based on Large Database

Table 2

Statistics of clothing multilabel classification results.

Task method	Design				Length				Category	Avg
	Lapel	Neckline	Neck	Collar	Coat	Pant	Skirt	Sleeve
Resnet50	0.725	0.7601	0.686	0.7087	0.6321	0.7578	0.6876	0.6485	0.6986	0.7004
Resnet101	0.756	0.7736	0.7115	0.7333	0.6501	0.777	0.7085	0.6726	0.713	0.7217
SDD_RN	0.7605	0.783	0.7106	0.7375	0.6551	0.7832	0.7132	0.6769	0.7158	0.7262
Multi SDD_RN	0.7681	0.7892	0.7168	0.7429	0.6605	0.7898	0.7186	0.6836	0.7211	0.7323