It's a very old song. I think Jeanette McDonald did a version, also The Platters (my favorite). Sure there were others.
Jeanette MacDonald http://www.youtube.com/watch?v=KHOsIXgE_gk
Irene Dunne 1935 film version http://www.youtube.com/watch?v=gkQU-VQkhGw
Platters http://www.youtube.com/watch?v=vfBboBz3yoc
From http://en.wikipedia.org/wiki/Smoke_Gets_in_Your_Eyes
"Smoke Gets in Your Eyes" is a show tune written by American composer Jerome Kern and lyricist Otto Harbach for their 1933 musical Roberta. It was sung in the original show by Tamara Drasin and originally recorded by Gertrude Niesen on October 13, 1933, on the Victor label 24454. It was performed by Irene Dunne for the 1935 film adaptation, co-starring Fred Astaire, Ginger Rogers and Randolph Scott.
Possibly the most famous version was recorded in 1958 by The Platters, which became a number one hit on the U.S. Billboard Hot 100 — it reached number three on the R&B charts in 1959[1] — and on the UK charts, where it spent five weeks at the top in February and March of that same year.[2]