Two gunmen who attacked a museum in the Tunisian capital on Wednesday have been killed as well as a policeman, state television said, without specifying if the incident was over.

"A policeman and two terrorists were killed," Wataniya 1 television reported. A police source confirmed the death of the policeman to AFP.