Would be tie between MP3 and Vorbis. Nothin' in the world like a smooth ABR 175kbps LAME 3.93-encoded MP3, or a 160kbps OGG file :headbang:.
WMA was promising, but Microsoft bastardized and killed it to the core IMO...
On the uncommon side, I still like tracker module formats (IT, MOD...