No, Chlamydia will not go away on its own. Chlamydia needs to be treated with an antibiotic. If left untreated it can cause health risks. Many people that have Chlamydia never know that they have it because often times people have no symptoms. If you are sexually active with different partners you may want to talk to your doctor about being tested for Chlamydia.