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

Table 2

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

Criteria	IT	SR	FT	NP	CA	IS	LR	PD	MR	SO	BL	GP	SC	SMD	MIL	OURS
AUC↑	0.7263	0.5325	0.6611	0.6669	0.7007	0.6605	0.8300	0.8165	0.8203	0.8441	0.8523	0.8291	0.6700	0.8441	0.8489	0.8657
MAE↓	0.3486	0.2301	0.2675	0.4315	0.2898	0.3461	0.2322	0.2149	0.1343	0.1141	0.1772	0.1441	0.2882	0.1209	0.1255	0.1194
WF↑	0.2663	0.0869	0.2758	0.2572	0.2892	0.2546	0.4107	0.4128	0.6085	0.6645	0.5297	0.6040	0.2291	0.6443	0.6273	0.6560
OR↑	0.1434	0.1810	0.2825	0.0543	0.2566	0.1662	0.4953	0.4650	0.6669	0.7048	0.6580	0.6401	0.1905	0.6975	0.7085	0.6992
TIME↓	1.99	1.962	0.140	1.385	54.16	0.238	30.36	4.305	0.687	0.437	18.53	1.411	35.28	1.861	114.4	8.749

The italic values and bold values indicate the best performance.