9 datasets found

Formats: JSON Tags: Visual Reasoning

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  • CoGenT

    Inferring and executing programs for visual reasoning.

  • COG

    A dataset and architecture for visual reasoning with a working memory.

  • 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...

  • Abstraction and Reasoning Corpus (ARC)

    A collection of heterogeneous visual reasoning data sets and an interesting benchmark for two reasons: First, visual reasoning programs tend to be large (in current program...

  • Discrete-Valued Neural Communication

    The dataset used in the paper is a visual reasoning task using Graph Neural Networks (GNNs) and Recurrent Independent Mechanisms (RIMs). The dataset consists of 8 Atari games...

  • CLEVR

    CLEVR images contain objects characterized by a set of attributes (shape, color, size and material). The questions are grouped into 5 categories: Exist, Count, CompareInteger,...
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