Regarding Free Transit Rules

Hey there, I have a Pakistani Passport and I am flying from Dubai to Bangkok Via Guangzhou I will have a stay for 20 hours and 5 minutes in Guangzhou So my question is I want to exit from Airport I want to explore the city but I'll be back in time So I need any Visa. permit or something because I can not stay for too long in the Airport Thanks :)