FF5 is still my favorite Final Fantasy and it will always be.
You can throw FF7, FF12, FF13, etc at me that my mind will not change. FF5 is the best. No contest.
If the amount of fanart is any indication, the Japanese fanbase would probably agree with me too. They seem to love FF3 as well, which is also high on my list.