This paper investigates Caputo mean-square attractors for non-autonomous stochastic evolution systems. We first introduce the concept of Caputo mean-square attractors and then establish a sufficient criterion for existence of such attractors.As an application, we consider a non-autonomous Caputo fractional stochastic differential equation of order in with a driving system on a compact base space and tempered fractional noise.It is shown that this equation generates a Caputo mean-square random semi-dynamical system on with a skew-product semi-flow structure,where denotes the space of continuous functions . Under suitable conditions, we prove that this semi-dynamical system admits a Caputo mean-square attractor.

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