The haphazard nature of the tags in the various MP3 files in my collection basically make music organizers next to worthless, and I'm far, far too disinterested in going back and manually coding every last one of them.
So I pretty much just dump them all in a Winamp playlist, and use ctrl-alt-J to search for the songs I want.