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All issues Volume 42 / No 6 (December 2024) JNWPU, 42 6 (2024) 1135-1143 Full HTML
Open Access

表1

本文方法与8个最先进的方法使用4种评估指标进行定量比较

数据集 CoNet HdFNet DsA2F BiANet DFM SsLSOD C2DFNet MvSalNet 本文* 本文+
注：“↑”表示越大越好，“↓”表示越小越好；前3种优秀结果分别用红色、蓝色和绿色标记；上标“*”表示使用Res-Net50作为骨干网络，上标“+”表示使用PVTv2作为骨干网络。
NJUD Sα↑ 0.894 0.908 0.904 0.922 0.907 0.909 0.908 0.912 0.921 0.936
Fβ↑ 0.895 0.910 0.907 0.924 0.913 0.910 0.909 0.914 0.919 0.936
Eξ↑ 0.934 0.944 0.938 0.952 0.946 0.942 0.942 0.949 0.950 0.964
M↓ 0.046 0.038 0.040 0.034 0.043 0.038 0.039 0.036 0.035 0.027
NLPR Sα↑ 0.908 0.926 0.918 0.929 0.923 0.923 0.928 0.930 0.930 0.943
Fβ↑ 0.887 0.917 0.907 0.918 0.905 0.910 0.914 0.921 0.925 0.937
Eξ↑ 0.945 0.963 0.952 0.963 0.956 0.960 0.959 0.964 0.963 0.972
M↓ 0.031 0.023 0.024 0.023 0.026 0.025 0.022 0.022 0.023 0.018
LFSD Sα↑ 0.862 0.854 0.883 0.814 0.865 0.864 0.858 0.880 0.892
Fβ↑ 0.859 0.862 0.889 0.787 0.864 0.867 0.861 0.883 0.894
Eξ↑ 0.907 0.896 0.924 0.847 0.903 0.903 0.904 0.910 0.922
M↓ 0.071 0.077 0.055 0.095 0.072 0.066 0.072 0.065 0.057
STERE Sα↑ 0.905 0.900 0.897 0.908 0.908 0.905 0.902 0.913 0.912 0.927
Fβ↑ 0.900 0.910 0.899 0.904 0.902 0.899 0.896 0.909 0.911 0.924
Eξ↑ 0.945 0.931 0.940 0.942 0.946 0.941 0.942 0.947 0.946 0.957
M↓ 0.036 0.041 0.038 0.039 0.039 0.038 0.037 0.035 0.036 0.031
SIP Sα↑ 0.858 0.886 0.862 0.889 0.885 0.888 0.872 0.890 0.904
Fβ↑ 0.867 0.894 0.875 0.893 0.889 0.893 0.877 0.901 0.918
Eξ↑ 0.913 0.930 0.912 0.928 0.926 0.928 0.916 0.929 0.942
M↓ 0.063 0.047 0.057 0.047 0.049 0.046 0.053 0.048 0.041

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