Most varieties of cantaloupe will drop from the vine when ripened. Otherwise, a ripened cantaloupe should be have a slight bit of softness at the blossom. You can also check for that sweet cantaloupe scent before picking. Remember, a cantaloupe will only ripen slightly if you pick it first and then let stand. Let it vine mature for best results.