Perception of ensemble statistics requires attention

•Ensemble statistics such as color diversity are perceived without focal attention.•We tested whether these statistics are consciously perceived during inattention.•Substantial inattentional blindness rates were found for color and size ensembles.•Dual-task costs were observed, further suggesting attention-based modulations.•Conscious perception of ensemble statistics requires (at least minimal) attention.

To overcome inherent limitations in perceptual bandwidth, many aspects of the visual world are represented as summary statistics (e.g., average size, orientation, or density of objects). Here, we investigated the relationship between summary (ensemble) statistics and visual attention. Recently, it was claimed that one ensemble statistic in particular, color diversity, can be perceived without focal attention. However, a broader debate exists over the attentional requirements of conscious perception, and it is possible that some form of attention is necessary for ensemble perception. To test this idea, we employed a modified inattentional blindness paradigm and found that multiple types of summary statistics (color and size) often go unnoticed without attention. In addition, we found attentional costs in dual-task situations, further implicating a role for attention in statistical perception. Overall, we conclude that while visual ensembles may be processed efficiently, some amount of attention is necessary for conscious perception of ensemble statistics.