First recorded by Janet Brace (US #23 1953).
Other hit versions by Dinah Washington (R&B #4 1954), The DeCastro Sisters (US#2/UK #20 1954), Jo Stafford (US #15 1955), George Maharis (US #25 1962), Al Jarreau (US #70/R&B #51 1982).
Also recorded by Amy Winehouse (2003).
From the wiki: “‘Teach Me Tonight’ was written by Gene De Paul, the lyrics by Sammy Cahn, and first recorded in 1953 by Janet Brace. Dinah Washington recorded the first cover in 1954, charting into the R&B Top 5.
“The DeCastro Sisters, a Cuban trio, recorded it with Skip Martin’s orchestra and had the biggest hit with the song, peaking at #2 on the Hit Parade.