A transmissive terahertz quarter-wave plate based on metamaterial is proposed, which optimizes the traditional split-ring resonantor structure with an "interdigital" structure, realizing the effective conversion of linearly polarized waves into circularly polarized waves. In the wide frequency range of 0.818~0.973THz, the axial ratio of the transmitted wave is less than 3dB, and its ellipticity χ is greater than 0.81. The conversion efficiency from linearly polarized wave to circularly polarized wave is 50%~75%. Compared with those existing terahertz quarter-wave plate, this proposed device composed of only one dielectric layer and two metal layers presents high polarization conversion efficiency and simple structure, showing important application prospects in the fields of terahertz wireless communication and terahertz imaging.