One interesting thing from this paper is how big of a LiDaR shadow there is around the waymo car which suggests they rely on cameras for anything close (maybe they have radar too?). Seems LiDaR is only useful for distant objects.

At least 6 radar units: https://support.google.com/waymo/answer/9190838?hl=en