No, it will only hide if you blocked them or if they got into the spam filter. Otherwise it's always visible. If a post was reported by one of the people you follow directly, then it shows the post with a warning and a Show Anyway button, which displays all the content.

Reports from those you don't follow don't affect your or your followers experience unless the follow the reporter directly.