Qadus says the gunmen took the captives to Afghanistan. They disarmed the policeman and released him. Qadus is the top government official in Chaghi.
No group has claimed responsibility.
Baluchistan is home to separatists who have been waging a violent insurgency against the government and also many Islamist militants.