The marker locations are determined by textual analysis of the image captions, NOT by any geo metadata in the images. Its amazing how accurate this can be, but sometimes things go wrong and the incorrect location is used. Also, if the caption contains multiple locations, the algorithm simply selects the first one and this can lead to some markers being way off.
List of Big Picture image collections