I personally wouldn't tag them high_heels, not sure about others. Having a raised heel on a shoe doesn't automatically make them high_heels, the presence of a somewhat raised heel is fairly common even on some men's shoes.
Certainly post #163241 getting around that gray area, but it seems we're also just tagging anything with a raised heel like post #463630.