Last I have heard Google's system is not really focused on solving perception problems, especially in inclement weather. They are waiting for the research community to catch up.

The perfect conditions they drive in allow for very precise localization against a detailed (sub-cm accuracy) map of everywhere they will drive which includs pre-marked stop signs, light, cross walks, etc.