Topological zero-line modes (ZLMs) with spin and valley degrees of freedom gives rise to the spin, valley and spin-valley transports, which support a platform to explore the quantum transport physics and potential applications in the spintonic/valleytronic devices. In this work, we investigate the beam-splitting behaviors of the charge current devoted by the ZLMs in a three-terminal system. It shows that with special combinations of the ZLMs, the incident charge current along the interface between different topological phases can be divided into different polarized currents with unit transmittance in two outgoing terminals. As a result, the fully spin-polarized, valley-polarized and spin-valley-polarized electron beam splitters are generated. And the mechanism of these splitters is attributed to the cooperative effects of the distribution of the ZLMs, and the intervalley and intravalley scatterings that are modulated by the wave-vector mismatch and group velocity mismatch. Interestingly, a half-quantized transmittance of these scatterings is found in a fully spin-valley-polarized electron beam splitter. Furthermore, the results indicate that these splitters can be applicable to graphene, silicene, germanene and stanene due to the robustness against the spin-orbit coupling. Our findings offer a new view to understand the transport mechanism and investigate the promising applications of the ZLMs.