While three passengers died on the spot, seven others succumbed to injuries in hospital, SP (Rural) Sanjay Shrotriya said.
Eleven passengers were also injured in the mishap and are being treated at the SMS Hospital here, he added.
The jeep was on way from Chomu to Chandwaji when the mishap occurred this afternoon, he said.