4 datasets found

Formats: JSON Tags: Relational Abstraction

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  • CLEVR-ART

    The CLEVR-ART dataset is a novel dataset consisting of ART problems rendered using more realistic 3D shapes, based on the CLEVR dataset.

  • Synthetic Visual Reasoning Test (SVRT)

    The Synthetic Visual Reasoning Test (SVRT) dataset consists of 23 binary classification tasks, each defined by a particular configuration of relations. The tasks can be broadly...

  • Abstract Reasoning Tasks (ART)

    The Abstract Reasoning Tasks (ART) dataset was proposed by Webb et al. [51], consisting of four visual reasoning tasks, each defined by a different abstract rule. In the...

  • Object-Centric Relational Abstraction

    Human visual reasoning is characterized by an ability to identify abstract patterns from only a small number of examples, and to systematically generalize those patterns to...
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