Figure 5.

Visualizing the module diagram of the MLP-like variants

Visualizing the module diagram of the MLP-like variants, including ViP (A), Sparse MLP (B), RaftMLP (C), DynaMixer (D), WaveMLP (E), and MorphMLP (F). Except for RaftMLP, the remaining block designs adopt three-branch parallelism. Red-orange branch, image resolution sensitive; green branch, resolution insensitive. The channel branch and linear projection both perform a linear projection along the channel dimension. Group means that the channel is split into different groups. The expression in the dashed box is consistent with Figure 1.