Saliency Detection in Weak Light Images via Optimal Feature Selection-Guided Seed Propagation

Table 3

Quantitative performance of various salient object detection models using five criteria on the PASCAL-S dataset.

Criteria	IT	SR	FT	NP	CA	IS	LR	PD	MR	SO	BL	GP	SC	SMD	MIL	OURS
AUC↑	0.7220	0.4942	0.6363	0.6736	0.6985	0.6011	0.7715	0.7525	0.7672	0.7820	0.8078	0.7949	0.6880	0.7817	0.7888	0.8177
MAE↓	0.3529	0.3074	0.3096	0.4083	0.3187	0.3925	0.2754	0.2580	0.1963	0.1787	0.2096	0.1920	0.3162	0.1810	0.1890	0.1801
WF↑	0.3289	0.0453	0.2977	0.3358	0.3511	0.2750	0.4071	0.4064	0.5514	0.6037	0.5459	0.5827	0.2825	0.5917	0.5714	0.5966
OR↑	0.1451	0.1358	0.2859	0.0777	0.2672	0.1419	0.3975	0.4330	0.5596	0.5982	0.5953	0.5752	0.2423	0.6009	0.6058	0.6021
TIME↓	2.57	2.564	0.189	1.487	99.38	0.383	60.78	7.810	0.833	0.556	25.40	3.104	27.70	2.232	140.9	12.07

The italic values and bold values indicate the best performance.