I haven't taken a single one off. I find them all to be relatively subtle and if they add a bit of safety being seen, leaving them on for the time being.
Maybe once the pipes are louder and can be heard before seen I'll take them off, but not unhappy with the reflectors. They aren't ,in my opinion, gaudy. Yeah, they are some stuck on plastic.....