A spatial-temporal phase shifting interferometry is proposed to suppress the phase errors in dynamic Fizeau interferometer. The process of phase errors suppression in this interferometry includes three steps: (1) utilizing the spatial phase shifting interferometry to calculate the initial phase; (2) viewing all the effects of the error sources as a complex; (3) utilizing the temporal phase shifting interferometry to obtain multiple different initial phases and calculate the average phase. Experimentally, the phase errors are suppressed effectively and the measurement results are in good agreement with those obtained by Zygo GPI interferometer, which verifies that the proposed interferometry is a powerful tool for phase errors suppression in dynamic interferometer.