Welcome to the Skyrim mannequin system. I believe there are some patches out there that almost fix all of the problems with mannequins, but not all of them. In my game, they do not move out of place, and so I remember installing some mod that slightly fixed mannequins. In short, it's nothing I can do.
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Thanks!