If I had a motor vehicle accident and have property damage liability is the other drivers vehicle covered?

That's what liability is all about. The keyWord here is liability, which covers any incidents you may be liable for. Your policy will cover the vehicle, subject to policy limits. What happens if the damage you cause exceeds your policy limits, that I am unsure of.