Oddly enough cancellations have been much worse for me this year when trying to go from SF->Oakland. Most infuriating is when drivers come close enough to lie and say they're at the pickup spot (showing them my destination) then just drive away without stopping. I mostly use Lyft, so I'm not sure if this is a problem with Uber as well.