Guangzhou 72 hours transit

We are flying from Sweden back to Australia in september this year. We are having a stopover for 3 days in Guangzhou. According to this website we do not need a visa, but when we ask travel agency (which also called the chinese consulate and the southern china airline) they had no idea. Anyone who knows?