Fair comparisons would not show their base incomes to be lower, on average. That is a shibboleth pushed by the public employee unions.
The best evidence is the voluntary turnover rate in private vs. public employment. How many teachers, police & fire personnel, prison guards & secretaries quit to join the private sector? Not many, because the package of pay, security, fringe benefits, and retirement are now relatively attractive.