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

Table 4

Quantitative performance of various salient object detection models using five criteria on the SOD dataset.

Criteria	IT	SR	FT	NP	CA	IS	LR	PD	MR	SO	BL	GP	SC	SMD	MIL	OURS
AUC↑	0.7377	0.5537	0.6436	0.7038	0.7337	0.7044	0.7820	0.7820	0.7648	0.7725	0.8181	0.8063	0.6969	0.7923	0.8006	0.8292
MAE↓	0.3316	0.2555	0.2674	0.4102	0.2867	0.3490	0.2569	0.2268	0.1732	0.1630	0.1981	0.1839	0.2912	0.1664	0.1695	0.1655
WF↑	0.2976	0.1026	0.2754	0.2939	0.3296	0.2775	0.3745	0.4056	0.5494	0.5659	0.5019	0.5426	0.2568	0.5734	0.5486	0.5739
OR↑	0.1878	0.2241	0.2958	0.0961	0.3135	0.1801	0.4093	0.4553	0.5438	0.5817	0.5516	0.5366	0.2316	0.5909	0.5934	0.5938
TIME↓	2.450	2.465	0.162	1.397	81.03	0.533	39.65	5.888	0.768	0.527	20.49	2.023	30.18	2.420	139.2	9.967

The italic values and bold values indicate the best performance.