In a 2007 paper, Horabagrus was not classified under any current catfish families. In 2016, Wang et al. placed this genus in the family Horabagridae.
The 2007 assessment of Horabagrus led to its removal from existing catfish lineages. In contrast, the 2016 study by Wang et al. placed the genus within a new family, Horabagridae.