Or if you have multi select, and do want to restore selected items in the drop-down list (hide selected set to true).
var selectize = $("#select-item").selectize;
//clone array
var items = selectize.items.slice(0);
for (var i in items) {
selectize.removeItem(items[i]);
}
selectize.refreshOptions();