In his seminal 1943 paper F. Rellich proved that, in the complement of a cavity \(\Omega = \{x\in \mathbb {R}^n\mid |x|>R_0\}\) , there exist no nontrivial solution f of the Helmholtz equation \(\Delta f = - \lambda f\) , when \(\lambda >0\) , such that \(\int _{\Omega } |f|^2 dx < \infty \) . In this note we generalise this result by showing that if \(\int _{\Omega } |f|^p dx < \infty \) for some \(0<p\le \frac{2n}{n-1}\) , then \(f\equiv 0\) . This result is sharp since for any \(p> \frac{2n}{n-1}\) , eigenfunctions do exist in \(\Omega \) .