The Patriots entered the 2005–06 season as a strong contender for the CAA title. They entered the conference tournament 22–6, finishing in a tie for the regular-season title with UNC Wilmington. Near the end of the regular season, they were briefly ranked in the Top 25 in the ESPN/"USA Today" poll, the school's first ranking ever, and were on the brink of making it to the Associated Press poll. They also narrowly lost to Wake Forest and Mississippi State, and survived a tough match at Wichita State in the ESPN-sponsored BracketBusters event.