Here is a screen shot of a fb post. Image is 216kb.

Its because of Facebook's compression.
Not much you can do about it.

Make sure to use the exact sizes of facebook's template so they won't be replaced by their low compressed and scaled generated jpegs.

facebook picture sizes linked.