This paper presents a new method of deleting the gross error based on the gray system theory. This method is effective when the test data are few or there are no rules of statistics for the test data to follow. Combining with arithmetic mean filtering, this method can enhance the efficiency of the data processing. It is used in the data processing of the stiffness measurement. Theoretical analysis and many tests prove that this method of data processing improves the measuring precision and efficiency.