A century of experiments on human visual memory have catalogued the many determinants of what people remember about their visual environments. In a massive experimental study of visual memory, Huang leverages mobile gaming to collect a dataset of 35 million behavioural responses that reveals how the mechanisms of visual spatial memory fit together.