Claes was Minister of Foreign Affairs from 1992 until 1994, during which period he presided over Belgium's withdrawal from the UN peacekeeping mission in Rwanda during the Rwandan genocide. Belgium's withdrawal is thought to have dramatically worsened the situation on the ground, leading to thousands of deaths.