[2] They are one of 63 schools to have never appeared in the NCAA Division I women's basketball tournament.

They won the Ohio Valley Conference women's basketball tournament in 1979, finishing off a year in which they went 28-4 (and 8–1 in OVC play).

As of the end of the 2015–16 season, the Eagles had an all-time record of 542–632.

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