I absolutely love Toad Lilies. I purchased a Gold Toad Lily in the spring but despite my best efforts if croaked, a long slow death. So frustrating.

Now I can refer to this picture when I need an alternative toad lily fix!

Jennifer, this is tricyrtis latifolia and it blooms in June rather than in the fall. In my garden it seems to be very easy care. I originally purchased it at a local master gardeners plant sale; I don't often see it at any stores, at least not locally: