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The information hiding capacity is the number of bits that can be hidden in a host image. This paper discusses the relationship of the information hiding capacity with the detection error rate. According to the results of research, the detection error rate of information message mainly influenced by the information average energy and the payload capacity. The error rate rises with the increase of information hiding payload capacity.