Table 3.
Spatial operation | Single stage | Two stage | Pyramid |
---|---|---|---|
Spatial projection | MLP-Mixer,15 ResMLP,60 gMLP,67 FeedForward,61 CCS,91 Sparse-MLP(MoE)88 | – | RepMLPNet92 |
Axial projection | RaftMLP74 | ViP,71 DynaMixer75 | Sparse MLP,73 WaveMLP,76 MorphMLP77 |
Shifting and channel projection | S2MLP78 | S2MLPv279 | CycleMLP,83 AS-MLP,80 HireMLP,86 MS-MLP,87 ActiveMLP85 |