Estonia participated in their first ever European Basketball Championship in 1937. The team won their first game against Egypt 44–15, but failed to advance past the group stage after suffering a 15–20 defeat against Lithuania and a 20–30 defeat against Italy. Estonia placed fifth in the final rankings after defeating Czechoslovakia 30–20 and Latvia 41–19.