The killed included a policeman and a student who got bullet shots in a crossfire between two groups in Bannu district of the province, police sources told Xinhua.
The injured people including students were shifted to a nearby hospital, where two of them had been in critical condition.
The culprits from both groups fled the scene after the incident and the police launched a search operation to nab them.
SKH/PR