The All Music Guide lists the following recordings:

"Watermelon Hangin' on a Vine" recorded by Snuffy Jenkins on "Pioneer of the Bluegrass Banjo" Arhoolie CD #9027, 1998.
"Watermelon Hangin' on That Vine" recorded by The Monroe Brothers on "Monroe Brothers, Vol. 1: What Would You Give in Exchange for Your Soul?" Rounder CD #1073, 2000.
"Watermelon Hangin' on the Vine" recorded by David Crow on "As the Crow Flies" Pinecastle CD #1035, 1994.
"Watermelon Hanging on the Vine" recorded by Bill Monroe on "Live Recordings 1956-1959" Smithsonian/Folkways CD #40063, 1995.
"Watermelon Hanging on the Vine" recorded by the Lilly Brothers & Don Stover on "Live at Hillbilly Ranch" Hay Holler CD #1333, 2000.
"Watermelon Is Spoilin' on the Vine" recorded by Thomas Cartwright & The Boys on the collection "Bahamas: Island of Song" Smithsonian/Folkways CD #40405, 1997.
"Watermelon on the Vine" recorded by the Birmingham Jubilee Singers on "Complete Recorded Works, Vol. 2 (1927-1930)" Document CD 5346, 1995.
"Watermelon on the Vine" recorded by the Delta Rhythm Boys on "Dry Bones" Collector's Edition CD 28, 1996.
"Watermelon on the Vine" recorded by the Dillards on "The First Time Live" Varese CD #66057, 1999.
"Watermelon on the Vine" recorded by the Skillet Lickers on "Skillet Lickers, Vol. 1: 1926-1927" Document CD #8056, 2000.
"Watermelon on the Vine" recorded by the Stoneman Family on the collection "World's Greatest Bluegrass Bands" CMH CD #5900, 1995.
"Watermelon Smilin' on the Vine" recorded by the Hall Negro Quartette on "Unreleased Radio Programs (1936)" Document CD #5415, 1996.