8 datasets found

Inferring and executing programs for visual reasoning.

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

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

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...

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...

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...

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...

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...