Abstract: With the wider use of machine translation in recent years, more people are concerned about its evaluation system. This paper introduces, in detail, the evaluation systems of machine translation from the types and standards, the main items of the system, and the main modes of the systematic evaluation, and meanwhile it makes some comments on the relevant conceptions.