The MP police with the help of district police raided the house of the accused in Dhibra village, but could not find Firoz (35), Banka Superintendent of police Pushkar Anand said.
The joint police team had brought the father, mother and wife of the accused to Amarpur police station to gather information about his whereabout, Anand said.
Firoz, working in Jhabua power plant limited in Madhya Pradesh, had allegedly raped the minor girl after luring her with biscuits and chocolates on April 17, he said.
The girl was initially admitted to a hospital in Jabalpur, but when her situation had deteriorated she was airlifted to a private hospital at Nagpur.