Table 3 An ablation study on the structural rationality of HMIM. We present four hierarchies: 1, 2, 4, and 8.
From: Camouflaged object detection via context and texture-aware hierarchical interaction
Branch | CAMO | COD10K | NC4K | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
\(S_{\alpha } \uparrow\) | \(E_{\phi } \uparrow\) | \(F_{\beta }^{\omega } \uparrow\) | \(M \downarrow\) | \(S_{\alpha } \uparrow\) | \(E_{\phi } \uparrow\) | \(F_{\beta }^{\omega } \uparrow\) | \(M \downarrow\) | \(S_{\alpha } \uparrow\) | \(E_{\phi } \uparrow\) | \(F_{\beta }^{\omega } \uparrow\) | \(M \downarrow\) | |
1 | 0.874 | 0.926 | 0.827 | 0.047 | 0.862 | 0.925 | 0.768 | 0.025 | 0.887 | 0.934 | 0.836 | 0.033 |
2 | 0.879 | 0.928 | 0.833 | 0.046 | 0.868 | 0.927 | 0.780 | 0.024 | 0.890 | 0.934 | 0.841 | 0.032 |
4 | 0.882 | 0.931 | 0.842 | 0.044 | 0.869 | 0.930 | 0.785 | 0.023 | 0.890 | 0.935 | 0.844 | 0.032 |
6 | 0.878 | 0.931 | 0.838 | 0.045 | 0.867 | 0.930 | 0.784 | 0.023 | 0.889 | 0.936 | 0.844 | 0.032 |
