Vision models converge on universal object dimensions that are semantically interpretable and align more closely with biological vision than model-specific ones.
Leave-family-out stability.We also test whether the universality of dimensions in a given model depends on other models from the same architectural family being present in the set
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Characterizing Universal Object Representations Across Vision Models
Vision models converge on universal object dimensions that are semantically interpretable and align more closely with biological vision than model-specific ones.