Currently, membrane materials play an important role in tissue repair, especially polysaccharide-based membranes, attracting much attention due to their excellent biological properties. However, poor mechanical properties of polysaccharide-based membranes under wet conditions severely limit their in vivo applications. The fabrication of polysaccharide-based membranes with both robust wet mechanical properties and excellent biological properties remains challenging and is worth exploring.