Both are correct. One is using a proper adjective to describe culture(Chinese) an the other is referring to the proper noun itself (China).

I think cuz both are correct

Because they are both correct.

Because the two mean the same thing, for example; Chinese culture is amazing ! or, China's culture is amazing ! :-)