The main reason real estate taxes work so well is that tax evasion is very difficult.

Because the building is standing right where it is, in the open, lit by the sun every day. If you don't pay your tax, the government can just take it.

This compensates for the several philosophical and moral problems with it, and I've seen several economists declare it the best form of taxation there is.