In this paper, we study strong converse properties for both visible and blind compression of mixed states. The optimal rate of a visible compression scheme is obtained in terms of the entanglement of purification, whose additivity remains unknown so far. For a variation of extendible states, we prove that the entanglement of purification is additive and apply this to obtain a “pretty strong” converse bound for the blind and visible compression of such states. Namely, when the rate decreases below the optimal rate, the error exhibits a discontinuous jump from 0 to at least . To deal with the visible case for general states, we define a new quantity for a bipartite state and as the -Rényi generalization of the entanglement of purification . For , we define . We show that for any rate below the regularization the fidelity for the visible compression exponentially converges to zero. Moreover, we consider blind compression of a general mixed-state source shared between an encoder and an inaccessible reference system . We obtain a strong converse bound for the compression of this source by assuming that the decoder is a super-unital channel. This immediately implies a strong converse for the blind compression of ensembles of mixed states, by assuming a super-unital decoder, as this is a special case of the general mixed-state source where the reference system has a classical structure.

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