In this work, we analyse the metastability of non-reversible diffusion processes \(\begin{aligned} dX_t=\varvec{b}(X_t)dt+\sqrt{h} \, dB_t \end{aligned}\) on a bounded domain \(\Omega \) when \(\varvec{b}\) admits the decomposition \(\varvec{b}=-(\nabla f+\varvec{\ell })\) and \(\nabla f \cdot \varvec{\ell }=0\) . In this setting, we first show that, when \(h\rightarrow 0\) , the principal eigenvalue of the generator of \((X_t)_{t\ge 0}\) with Dirichlet boundary conditions on the boundary \(\partial \Omega \) of \(\Omega \) is exponentially close to the inverse of the mean exit time from \(\Omega \) , uniformly in the initial conditions \(X_0=x\) within the compacts of \(\Omega \) . The asymptotic behavior of the law of the exit time in this limit is also obtained. The main novelty of these first results follows from the consideration of non-reversible elliptic diffusions whose associated dynamical systems \(\dot{X}=\varvec{b}(X)\) admit equilibrium points on \(\partial \Omega \) . In a second time, when in addition \({\text {div}}\varvec{\ell } =0\) , we derive a new sharp asymptotic equivalent in the limit \(h\rightarrow 0\) of the principal eigenvalue of the generator of the process and of its mean exit time from \(\Omega \) . Our proofs combine tools from large deviations theory and from semiclassical analysis, and heavily rely on the notion of quasi-stationary distribution.