Police said the incident occurred near Jagharan, near Neelum Valley when the jeep skidded off the decrepit road and fell into the gorge.
Rescue sources and police feared that the death toll might rise.
They reached the spot shortly after the incident and helped carrying out rescue activities.
All the injured and bodies were moved to nearby hospital for medico-legal formalities.