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Found 9 papers, 7 papers with code
CHART-6: Human-Centered Evaluation of Data Visualization Understanding in Vision-Language Models
Data visualizations are powerful tools for communicating patterns in quantitative data.
mrCAD: Multimodal Refinement of Computer-aided Designs
We analyze the dataset and find that generation and refinement instructions differ in their composition of drawing and text.
Understanding Physical Dynamics with Counterfactual World Modeling
The ability to understand physical dynamics is critical for agents to act in the world.
SEVA: Leveraging sketches to evaluate alignment between human and machine visual abstraction
Sketching is a powerful tool for creating abstract images that are sparse but meaningful.
Identifying concept libraries from language about object structure
Our understanding of the visual world goes beyond naming objects, encompassing our ability to parse objects into meaningful parts, attributes, and relations.
Visual resemblance and communicative context constrain the emergence of graphical conventions
From photorealistic sketches to schematic diagrams, drawing provides a versatile medium for communicating about the visual world.
Learning to communicate about shared procedural abstractions
Many real-world tasks require agents to coordinate their behavior to achieve shared goals.
Physion: Evaluating Physical Prediction from Vision in Humans and Machines
While current vision algorithms excel at many challenging tasks, it is unclear how well they understand the physical dynamics of real-world environments.
Visual communication of object concepts at different levels of abstraction
People can produce drawings of specific entities (e. g., Garfield), as well as general categories (e. g., "cat").
