Column augmented design is an important way to add experimental factors and arrange follow-up experiments. This paper constructs the four-level and five-level column augmented designs. Based on the average mixture discrepancy criterion, the paper studies the uniformity of the constructed designs. A new lower bound of the average mixture discrepancy of the four-level and five-level column augmented designs is obtained. The numerical examples show that the constructed designs are highly efficient.