Eye gaze is not inversion-proof: A robust gaze inversion effect in a large, sex-balanced sample

Turning a face upside down markedly impairs face recognition. Yet gaze judgements can be supported substantially by local eye-region information, so a strict account in which inversion preserves feature-based processing predicts little or no gaze inversion cost. Previous whole-face studies, generally based on small samples, have yielded mixed results. We estimated the magnitude of the inversion cost in a large, sex-balanced sample of 190 participants. They judged whether briefly presented upright or inverted faces, each followed by a mask, were looking directly at them. Inversion widened the cone of direct gaze: the mean 50% threshold rose from 7.29° for upright faces to 9.74° for inverted faces, an increase of 2.45° (95% CI [1.99°, 2.91°]; Cohen's d = 0.76). Inversion also produced modestly but consistently shallower psychometric functions, indicating that direct and averted gaze were distinguished less sharply. Females showed a narrower cone of direct gaze than males in both orientations, with no consistent evidence for a sex difference in slope. The inversion-related threshold increase was 0.67° larger in male participants than in female participants (95% CI [−0.25°, 1.59°]; Cohen's d = 0.21), but the between-sex difference was not statistically significant and the confidence interval was too wide to establish equivalence. Under brief, masked viewing, eye gaze is therefore not inversion-proof. These findings constrain strict feature-preservation accounts and provide a more precise estimate of the gaze inversion effect than was available from previous small-sample studies.

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Publication Details

Journal
Perception
Published
2026-10-28
DOI
https://doi.org/10.1177/03010066261499672
Primary Topic
Face Recognition and Perception
Type
article
Field-Weighted Citation Impact
0.00

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article

Eye gaze is not inversion-proof: A robust gaze inversion effect in a large, sex-balanced sample

Hiroshi Ashida, Kana Kuraguchi, Daisuke Matsuyoshi, Katsumi Watanabe
Perception
Face Recognition and Perception
article

Eye gaze is not inversion-proof: A robust gaze inversion effect in a large, sex-balanced sample

Hiroshi Ashida, Kana Kuraguchi, Daisuke Matsuyoshi, Katsumi Watanabe
article en

Abstract

Turning a face upside down markedly impairs face recognition. Yet gaze judgements can be supported substantially by local eye-region information, so a strict account in which inversion preserves feature-based processing predicts little or no gaze inversion cost. Previous whole-face studies, generally based on small samples, have yielded mixed results. We estimated the magnitude of the inversion cost in a large, sex-balanced sample of 190 participants. They judged whether briefly presented upright or inverted faces, each followed by a mask, were looking directly at them. Inversion widened the cone of direct gaze: the mean 50% threshold rose from 7.29° for upright faces to 9.74° for inverted faces, an increase of 2.45° (95% CI [1.99°, 2.91°]; Cohen's d = 0.76). Inversion also produced modestly but consistently shallower psychometric functions, indicating that direct and averted gaze were distinguished less sharply. Females showed a narrower cone of direct gaze than males in both orientations, with no consistent evidence for a sex difference in slope. The inversion-related threshold increase was 0.67° larger in male participants than in female participants (95% CI [−0.25°, 1.59°]; Cohen's d = 0.21), but the between-sex difference was not statistically significant and the confidence interval was too wide to establish equivalence. Under brief, masked viewing, eye gaze is therefore not inversion-proof. These findings constrain strict feature-preservation accounts and provide a more precise estimate of the gaze inversion effect than was available from previous small-sample studies.

Perception
Waseda University (JP), Kyoto University (JP), National Institutes for Quantum Science and Technology (JP), Araya Inc. (Japan) (JP), Shitennoji University (JP)
Japan Society for the Promotion of Science
Openalex Percentile: Top 14%
Face Recognition and Perception
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