Polyoxometalates (POMs)-based lanthanide-oxo clusters (LnOCs) are a class of polynuclear lanthanide-oxygen complexes formed by polyoxometalates stabilization through oxygen bridge linkage, in which the POMs can be viewed as multi-dentate inorganic ligands. The POMs-based LnOCs have received a lot of attention because of their interesting structures and potential applications. In this paper, we summarize the classification, synthesis strategies, and properties of POMs-based LnOCs. Herein, the POMs-based LnOCs are classified into three main categories according to their metal core element types and quantities: pure 4f clusters, 5d-4f clusters, and 3d-4f clusters. Their synthetic strategies are grouped into four categories based on the source of the POMs involved in the structural assembly: lacunary POMs ligand-directed method, in-situ transformation of lacunary POMs ligand-directed method, in-situ generation of lacunary POMs ligand-directed method, and mixing multiple synthesis strategies. The single-molecule magnets and proton conductivity properties of POMs-based LnOCs are summarized.