Under the background of the new curriculum standard, student evaluation has become an important content in the process of talent training. Relying on modern technical means to improve the scientific nature of student evaluation has become a development trend, especially for student evaluation from the multi dimensional perspective of ' five education integration '. It is particularly important to build an intelligent evaluation system. This article will focus on the exploration and optimization of the intelligent implementation path of the five education integration evaluation system, aiming to further improve the scientific nature of student evaluation and better play the role of student evaluation in talent training.