Excited states in molecules can be difficult to investigate and generally require methods that are either computationally expensive or are not universally accurate. Recent research has focused on using higher-energy Slater determinants as mean-field representations of excited states, which can then be used to define reference states for electron correlation techniques such as Møller-Plesset theory. However, the convergence behaviour of these excited-state perturbation series has not yet been explored, limiting our understanding into the systematic improvability and reliability of such methods. Here, we present a systematic analysis of the Møller-Plesset perturbation series for closed-shell excited states using higher-energy reference determinants identified with, and without, state-specific orbital optimisation. We combine numerical calculations with complex analysis to show that the excited-state Møller-Plesset theory diverges almost universally for the stereotypical , , and molecules. Our results cast doubt on the suitability of higher-energy Slater determinants as reference states for perturbative treatments of electron correlation.

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