Referring to the methods and equipment of concrete compressive strength testing, the cast-in-place pull-out test was conducted on concrete specimens, which were reinforced by Polypropylene-Engineered Cementitious Composite, Polyvinyl Alcohol-Engineered Cementitious Composite, steel fiber cement mortar with nine strength grades. And the cube compressive strength test was conducted on fiber reinforced cement mortar specimens, which were reserved. Choosing linear relationship to fit the experimental data by using the method of least squares, this paper obtained three kinds of fiber reinforced cement mortar strength curves. At last, the relevant evaluation between them was carried out. The test data showed that there was a good linear relationship between them. This method has been proved to have very high precision, and can be used to predict fiber reinforced cement mortar compressive strength.