The driver, who was in an inebriated condition, jumped from the jeep when he saw a speeding vehicle coming from the opposite direction, police said.
The jeep first hit a kiosk and then overturned near Jamuaon village, they said adding the injured were admitted to a hospital.
Five of the injured were in critical condition, police said.