I met the following relation (if my understanding is correct) of local $\gamma$-factors when I was reading Hiraga-Ichino-Ikeda's paper "Formal Degrees and Adjoint $\gamma$-Factors": Let $F$ be a $p$-adic field with residue field order $q$. Let $G=GL(n,F)$ and $\pi$ be a discrete series of $G$, $\tilde{\pi}$ its contragredient. Then $$Res_{s=0}\gamma (s,\pi\times \tilde{\pi},\psi)=(\log q)^{-1}(1-q^{-1})\gamma(0,\pi,Ad,\psi)^{-1}.$$ Here the $\gamma$-factor is defined in the usual sense according to local Langlands correspondence ($L$-parameters, Artin $L$-functions, and local root number/$\epsilon$-factors), and $Ad$ means the adjoint representation of the $L$-group on its own Lie algebra.
I saw this relation in that paper, at the end of the proof of the lemma 4.1 (if my understanding is correct). It seems that the authors regarded this as a very direct fact and gave no more explanation. But I have no idea how left hand side is related to the adjoint $\gamma$-factor of $\pi$. Does this follow from some routine properties or calculations of local Langlands correspondence? Thanks a lot in advance for any help or suggestions!