This is one of the 14 obscure constellations created by Nicolas Louis de La Caille. It was first seen in his catalogue of 1763. There are no stars brighter than magnitude 4.0 and the four faint stars that do form Caelum could easily have been incorporated into the constellation of Eridanus the River.