With the in-depth exploitation of oil and gas resources and the increasing difficulty of exploration, the requirements of accurate reservoir prediction is not satisfied by the commonly used acoustic methods such as seismic. Therefore, the method of accurately predicting reservoir parameters by using rock electrical parameters has attracted more and more attention. The complex resistivity, porosity, and permeability of clastic rocks, carbonate rocks, and metamorphic rocks were measured through petrophysical experiments of this research. Based on the Debye decomposition model, the relevant induced polarization parameters of the rock sample theory were calculated, combined with Archie's formula and The Kozeny-Carman equation, the theoretical porosity and permeability parameters of the rock sample were predicted . According to the fitting between the theoretical model and the measured data, the optimal value ranges of the undetermined coefficients of the three types of rock sample prediction models are determined, the model fitting coefficients are obtained, and the relevant empirical formulas for porosity and permeability prediction are finally obtained. The research results have positive theoretical significance and application value for helping rock physics modeling and guiding oil and gas exploration and development deployment.