The body was hanging 200 m above the ground.
Earlier, it was speculated to be a suicide case, but the when the police reached the spot they found a message written on the rocks stating - "We not hang effigies only, in protest of Padmavati".
The police is trying to identify the body of deceased and cause of the death.
The film has been in the eye of the storm following protests from conservative groups over alleged tampering with historical facts, a contention which filmmaker Sanjay Leela Bhansali has denied repeatedly.
The release of the film, which was earlier slated for December 1, was deferred as the filmmakers were yet to procure a censor certificate. (ANI)