A plant embryo is called an embryo.
According to the provided reference, seeds contain an embryo that represents the beginning of a new plant. The reference also states that most seed embryos have a radicle (tiny root), a plumule (stem), and cotyledons (leaf-like parts). The embryo is a crucial component within the seed that has the potential to develop into a fully grown plant.