The matter came to light after temple authorities filed a complaint about the incident of Monday night with the local police yesterday, Kamal Lochan Bhuinyan, inspector-in-charge of Jajpur town police station, said.
The stolen antiques are Laxmibaraha and Swetabaraha idols of Kharakhia temple, Balibaman idol of Balibaman temple and Conch, Mace and Lotus idols of Gadadhara temple. All these are small shrines within the premises of Barahanath temple.
Police have registered a case in this connection and a team of forensic officials along with sniffer dogs have visited the spot, he said.
"We suspect involvement of some racket in the incident which might have planned to sell the idols in international market," said the IIC adding investigation is on to identify the culprits.