CS is still significantly more male than female. In contrast, chemistry undergraduate enrollment is more balanced these days, while biology undergraduate enrollment is more female than male these days. Indeed, it appears that most sciences other than perhaps physics have a higher female percentage than CS.
http://www.aps.org/programs/education/statistics/womenmajors.cfm