Here (Canada) I find that black women generally treat me the worst (after fats) but also tip the best (generally), It's like they want to make you work for it.  But then I have a lot of tattoos, I'm good looking and I have an accent, it's not that hard for me to get tips as long as I'm dealing with humans.