The crash reportedly took place amid poor visibility and thick fog.
In the bus, the 20 Chinese tourists all survived, while all the dead were in the off roader: 11 of them were killed on the spot, and one more person died on the way to the hospital, RIA Novosti news agency reported.
The injured have been shifted to the hospital and are reported to be in stable condition.