"Them There Eyes" is a jazz standard published in 1930, with music by Maceo Pinkard and Doris Tauber and lyrics by William Tracey. An early recording was made on 18 November 1930 by Hal Kemp and His Orchestra, and it was issued in 1931 as a single titled "Hurt". Bing Crosby recorded the song two days later, on 20 November 1930, with the Rhythm Boys and Gus Arnheim and his Cocoanut Grove Orchestra, and his version charted in 1931. Louis Armstrong also recorded it in 1931, releasing it as a single on Odeon with "When You're Smiling" on the B-side.
The song became best known through Billie Holiday, who recorded her version in 1939 for Vocalion Records. In 1960, Emile Ford & the Checkmates reached number 18 on the UK Singles Chart with it. Rod Stewart recorded it with Jools Holland for the album Swing Fever, released in 2024.