  In this paper, we first establish the weighted compactness result for
oscillation and variation associated with the truncated commutator of singular
integral operators. Moreover, we establish a new $CMO(\mathbb{R}^n)$
characterization via the compactness of oscillation and variation of
commutators on weighted Lebesgue spaces.
