In
this work, a hierarchy of valence bond (VB) methods based on
the concept of seniority number, defined as the number of singly occupied
orbitals in a determinant or an orbital configuration, is proposed
and applied to the studies of the potential energy curves (PECs) of
H<sub>8</sub>, N<sub>2</sub>, and C<sub>2</sub> molecules. It is found
that the seniority-based VB expansion converges more rapidly toward
the full configuration interaction (FCI) or complete active space
self-consistent field (CASSCF) limit and produces more accurate PECs
with smaller nonparallelity errors than its molecular orbital (MO)
theory-based analogue. Test results reveal that the nonorthogonal
orbital-based VB theory provides a reverse but more efficient way
to truncate the complete active Hilbert space by seniority numbers