Mike Jones' early jumper was Boyce's only lead. Richard Lee's jumper tied it, Anderson hit back-to-back 3s and a layup to make it 10-2, and Tennessee-Martin rolled to a 65-20 halftime lead.
The Skyhawks shot 44 of 78 (56 percent) from the field, held a 49-26 rebounding edge and collected 19 steals. Jalen Variste dished out 11 assists and had six steals for Tennessee-Martin.
Tennessee-Martin's 16 3-pointers tied a school record set last March at Northwestern State.
Drew McKay led Boyce (3-11) with 14 points. Maxx Katzbeck and Jones each scored 11 points in the exhibition game for the Bulldogs.