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. 2022 Jul 30;82(4):5785–5801. doi: 10.1007/s11042-022-13274-4

Table 2.

Quantitative results on different SOD datasets

ECSSD [54] HKU-IS [25] DUT-OMRON [35] DUT-TE [47]
No. model Eφ Sα Fwβ M Eφ Sα Fwβ M Eφ Sα Fwβ M Eφ Sα Fwβ M
1 BAN [39] graphic file with name 11042_2022_13274_Figz_HTML.gif 0.924 0.923 0.035 0.950 0.913 0.900 0.032 0.892 0.879 0.815 0.040 0.860 0.832 0.746 0.059
2 CPD [51] 0.925 0.918 0.917 0.037 0.944 0.905 0.891 0.034 0.887 0.869 0.805 0.043 0.866 0.825 0.747 0.056
3 EGNet [64] graphic file with name 11042_2022_13274_Figaa_HTML.gif graphic file with name 11042_2022_13274_Figab_HTML.gif 0.920 0.037 0.948 0.916 0.898 0.032 0.891 graphic file with name 11042_2022_13274_Figac_HTML.gif 0.815 0.039 0.867 graphic file with name 11042_2022_13274_Figad_HTML.gif graphic file with name 11042_2022_13274_Figae_HTML.gif graphic file with name 11042_2022_13274_Figaf_HTML.gif
4 SCRN [10] 0.926 graphic file with name 11042_2022_13274_Figag_HTML.gif 0.918 0.037 0.949 0.916 0.896 0.034 0.888 0.885 0.809 0.040 0.863 0.837 0.746 0.056
5 F3Net [48] graphic file with name 11042_2022_13274_Figah_HTML.gif 0.924 graphic file with name 11042_2022_13274_Figai_HTML.gif graphic file with name 11042_2022_13274_Figaj_HTML.gif graphic file with name 11042_2022_13274_Figak_HTML.gif 0.917 graphic file with name 11042_2022_13274_Figal_HTML.gif graphic file with name 11042_2022_13274_Figam_HTML.gif graphic file with name 11042_2022_13274_Figan_HTML.gif graphic file with name 11042_2022_13274_Figao_HTML.gif graphic file with name 11042_2022_13274_Figap_HTML.gif graphic file with name 11042_2022_13274_Figaq_HTML.gif graphic file with name 11042_2022_13274_Figar_HTML.gif 0.838 0.766 0.053
6 MINet [37] graphic file with name 11042_2022_13274_Figas_HTML.gif graphic file with name 11042_2022_13274_Figat_HTML.gif 0.924 graphic file with name 11042_2022_13274_Figau_HTML.gif graphic file with name 11042_2022_13274_Figav_HTML.gif graphic file with name 11042_2022_13274_Figaw_HTML.gif 0.909 graphic file with name 11042_2022_13274_Figax_HTML.gif 0.898 0.884 0.828 graphic file with name 11042_2022_13274_Figay_HTML.gif 0.865 0.833 0.755 0.056
7 ITSD [68] graphic file with name 11042_2022_13274_Figaz_HTML.gif graphic file with name 11042_2022_13274_Figba_HTML.gif 0.895 graphic file with name 11042_2022_13274_Figbb_HTML.gif graphic file with name 11042_2022_13274_Figbc_HTML.gif 0.917 0.899 0.031 0.895 0.885 0.804 0.041 0.863 0.840 graphic file with name 11042_2022_13274_Figbd_HTML.gif 0.061
8 Ours 0.924 graphic file with name 11042_2022_13274_Figbe_HTML.gif graphic file with name 11042_2022_13274_Figbf_HTML.gif graphic file with name 11042_2022_13274_Figbg_HTML.gif graphic file with name 11042_2022_13274_Figbh_HTML.gif graphic file with name 11042_2022_13274_Figbi_HTML.gif graphic file with name 11042_2022_13274_Figbj_HTML.gif graphic file with name 11042_2022_13274_Figbk_HTML.gif graphic file with name 11042_2022_13274_Figbl_HTML.gif 0.886 graphic file with name 11042_2022_13274_Figbm_HTML.gif 0.038 graphic file with name 11042_2022_13274_Figbn_HTML.gif graphic file with name 11042_2022_13274_Figbo_HTML.gif graphic file with name 11042_2022_13274_Figbp_HTML.gif graphic file with name 11042_2022_13274_Figbq_HTML.gif

The best two results are highlighted in Inline graphicand Inline graphicrespectively. The training set is DUTS-TR [47] for all the methods