The clash erupted Monday night in Mandi area sparking panic, Banswara SP D S Chundawat said.
Someone in the mob allegedly misbehaved with women which aggravated the situation, he said.
Eight persons were arrested in connection with the violence and eve-teasing, the SP said.
Prohibitory orders had been promulgated in the area, he said.