SOPHON spatial reasoning study

A short study of how people perceive geometric transformations (rotation, translation, scale) on simple coloured point patterns. Supports the human-baseline row of an academic benchmark for AI vision-language models.

Try it (~5 min)

30 quick perceptual questions. Anonymous, unpaid, see your score at the end.

Prolific worker?

Use the link Prolific gave you — it includes the study parameters needed to record your completion code.

No personally identifying information is collected from the public “try it” path.