Hmmmm... Fatal Fury Special is probably the best game in the series.
I love Fatal Fury, but i guess it's kind of limited in the number of opponents and playable characters...
Fatal Fury 3 is pretty good, although the three plane system takes some getting used too...
Garou is OK as are the three Real Bouts.
FFS is definitly the pick of the bunch... cheap too