Columnea florida

Photo by Margaret Stone, courtesy of the Smithsonian Institution
Grown at the Bailey Hortorium, Cornell University

Also known as Dalbergaria florida.  The leaves have the characteristic appearance of Dalbergarias, down to the red "pane" at the leaf tip.  A somewhat similar species, also with short stubby flowers held tightly to the stem, can be seen here.