In view of how to better improve the learning effect of sergeant cadets in computer course, effectively evaluate the learning results, stimulate their learning motivation, improve the class quality, and ultimately improve their basic military information literacy, we combine our own teaching practice, reform the course scoring mode, and has made substantial progress. This paper uses a large number of data collection statistics to further analyze and elaborate the reform of scoring mode and its impact on the quality of class teaching.