Scientists have found the worldâs ugliest orchid in the forests of MadagascarâGastrodia Agnicellus. Its âbrown, fleshy and grotesqueâ appearance, the species has been given the label by botanists at the Royal Botanic Gardens, Kew in the United Kingdom.