  We present growing excesses consistent with a 95 GeV scalar. We provide a
comprehensive analysis of the Two Higgs Doublet Model and an additional singlet
(2HDM+S) at future $e^{+} e^{-}$ collider. In particular, we provide a precise
mass reconstruction measurement for the scalar, $m_{S}$, using the recoil mass
method through $e^{+} e^{-} \to Z S$ where $Z \to \mu_{+} \mu_{-}$ and $S \to b
\bar{b}$ at $\sqrt{s} = 250$~GeV and $\sqrt{s} = 200$~GeV. Furthermore, we
employ Deep Neural Network to analyze the properties and behaviour of the
scalar particle with a mass most importantly to provide enhanced resolution for
the separation between beyond the Standard Model (SM) signal and SM background
in the region 95 - 96 GeV in the $S \to b \bar{b}$ for $\mu_{+} \mu_{-}$
channel. A 95 GeV scalar can be observed with $5\sigma$ significance at
$15(10)$ fb$^{-1}$ integrated luminosity for $\sqrt{s} = 250(200)$~GeV. This
strengthens the discovery of the potential of the future $e^{+} e^{-}$
collider.
