You may already have some pink or white cosmos flowers in your garden. But how about chocolate cosmos? These tuberous perennials are native to Mexico, where they thrive in sunny and dry environments. With the right care, these plants will produce handfuls of dark red blooms that smell like chocolate! While they may smell enticing, these flowers don’t taste like the candy bars we love.