The invention discloses a method for carrying out spark plasma diffusion bonding on silicon carbide ceramics by adopting a refractory high-entropy alloy interlayer. According to the method, a refractory high-entropy alloy TaxHfZrTi (wherein x is equal to 0.51, Ta (at.%) is equal to 14.225%, and three elements of Hf, Zr and Ti are equal in molar weight) is taken as an interlayer material, and solid-phase diffusion welding is carried out on two SiC ceramic base materials to be welded through an SPS technology, so as to obtain a SiC ceramic welding joint. According to the obtained SiC joint, a high-strength (Ta, Hf, Zr and Ti) C high-entropy ceramic phase is formed on an interface, and brittle silicide with a large thermal expansion coefficient is prevented from being generated by diffusion bonding of SiC ceramic through single refractory metal, so that thermal mismatch of the SiC joint is mitigated, the strength of the joint is improved, the maximum room-temperature shear strength of the joint is up to 326.2+/-9.9 MPa, the hardness of the interlayer is up to 2552.1+/-357.1 HV, and the engineering practical value in a high-temperature environment is high.