Research Article
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 |
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The italic values and bold values indicate the best performance.
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