The Collaborative International Dictionary of English v.0.48:

Sea peach \Sea" peach`\ (Zool.)
   A beautiful American ascidian (Cynthia pyriformis syn.
   Halocynthia pyriformis) having the size, form, velvety
   surface, and color of a ripe peach.
   [1913 Webster]