Police said the clashes broke out between Gorkha Janmukti Morcha (GJM) and Gorkha National Liberation Front (GNLF) apparently over control of Garidura under Kurseong sub-division as the armed supporters attacked each other.
The injured were taken to local hospital.
Police reinforcements were sent to the spot as tension escalated.