Here's a really lovely perennial with a not-so-lovely name. "Toad Lily" comes from the fact that these small lilies have spotted petals. They're more popular every year, as savvy gardeners learn how they grow beautifully and add jewel-like color in late summer and fall when most other big bloom is finished.