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We compare the worst-case performance of quantum fingerprinting strategies under the one-way communication model to that of classical strategies when the error is one-sided. Bounds on the classical worst-case error probability are reported, while quantum strategies surpassing these bounds are constructed from spherical codes, equiangular tight frames and mutually unbiased bases.
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