The USATF Masters Hall of Fame is the Masters section of the National Track and Field Hall of Fame. It is intended to select worthy athletes from the various divisions of Masters athletics involved in the sports of track and field, road running and race walking. They are selected from nominees proposed by the Hall of Fame Committee, a joint committee under the supervision of the Masters Track and Field (MTF) and Masters Long Distance Running (LDR) committees of USATF, the current national governing body supervising the sport in the United States. First Class was 1996. Voters include the members of the Hall of Fame committee, the Executive Boards of the MTF and LDR and the members of the Hall of Fame itself.

The National Track and Field Hall of Fame is a museum operated by The Armory Foundation in conjunction with USA Track & Field. It is located within the Armory Foundation at 216 Fort Washington Avenue, between 168th and 169th Streets, in Washington Heights, in the New York City borough of Manhattan. The stated goal of the Hall is to reflect upon, appreciate, and honor the past by saluting Americans who have made important contributions to the history of Track and Field. Inductees to the Hall of Fame include athletes, coaches, contributors, officials, event directors, journalists and administrators. USA Track & Field has been inducting members into the Hall since 1974. Currently there are 254 people enshrined.