The hand grenade was thrown at New Sariab police station situated in the outskirts of Quetta.
The attackers managed to flee from the scene after the attack.
The victims were shifted to Civil Hospital Quetta for treatment where the condition of three injured was reported as critical.
The area was cordoned off and security personnel began combing the vicinity as a probe into the incident went underway.