Cover Image

Understanding Graphical Perception in Data Visualization through Zero-shot Prompting of Vision-Language Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Guo, Grace, Kang, Jenna Jiayi, Shah, Raj Sanjay, Pfister, Hanspeter, Varma, Sashank
Format:	Preprint
Published:	2024
Subjects:	Artificial Intelligence Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

When Visuals Aren't the Problem: Evaluating Vision-Language Models on Misleading Data Visualizations
by: Lalai, Harsh Nishant, et al.
Published: (2026)

Tree of Attributes Prompt Learning for Vision-Language Models
by: Ding, Tong, et al.
Published: (2024)

Computer Vision Modeling of the Development of Geometric and Numerical Concepts in Humans
by: Wang, Zekun, et al.
Published: (2025)

Computer Vision Models Show Human-Like Sensitivity to Geometric and Topological Concepts
by: Wang, Zekun, et al.
Published: (2025)

Abstract 3D Perception for Spatial Intelligence in Vision-Language Models
by: Liu, Yifan, et al.
Published: (2025)

The potential -- and the pitfalls -- of using pre-trained language models as cognitive science theories
by: Shah, Raj Sanjay, et al.
Published: (2025)

AREA3D: Active Reconstruction Agent with Unified Feed-Forward 3D Perception and Vision-Language Guidance
by: Xu, Tianling, et al.
Published: (2025)

Prompt-based Visual Alignment for Zero-shot Policy Transfer
by: Gao, Haihan, et al.
Published: (2024)

Development of Cognitive Intelligence in Pre-trained Language Models
by: Shah, Raj Sanjay, et al.
Published: (2024)

CTRL-GS: Cascaded Temporal Residue Learning for 4D Gaussian Splatting
by: Hou, Karly, et al.
Published: (2025)

DualEdit: Dual Editing for Knowledge Updating in Vision-Language Models
by: Shi, Zhiyi, et al.
Published: (2025)

SocialGPT: Prompting LLMs for Social Relation Reasoning via Greedy Segment Optimization
by: Li, Wanhua, et al.
Published: (2024)

LangFlash: Feed-forward 3D Language Gaussian Splatting from Sparse Unposed Images
by: Liu, Yilong, et al.
Published: (2026)

Chain of Visual Perception: Harnessing Multimodal Large Language Models for Zero-shot Camouflaged Object Detection
by: Tang, Lv, et al.
Published: (2023)

LangSplat: 3D Language Gaussian Splatting
by: Qin, Minghan, et al.
Published: (2023)

Visual Diversity and Region-aware Prompt Learning for Zero-shot HOI Detection
by: Yang, Chanhyeong, et al.
Published: (2025)

Is What You Ask For What You Get? Investigating Concept Associations in Text-to-Image Models
by: Magid, Salma Abdel, et al.
Published: (2024)

CoVis: A Collaborative Framework for Fine-grained Graphic Visual Understanding
by: Deng, Xiaoyu, et al.
Published: (2024)

GenCLIP: Generalizing CLIP Prompts for Zero-shot Anomaly Detection
by: Kim, Donghyeong, et al.
Published: (2025)

Evaluating Graphical Perception Capabilities of Vision Transformers
by: Poonam, Poonam, et al.
Published: (2026)

VGDiffZero: Text-to-image Diffusion Models Can Be Zero-shot Visual Grounders
by: Liu, Xuyang, et al.
Published: (2023)

Explanatory Instructions: Towards Unified Vision Tasks Understanding and Zero-shot Generalization
by: Shen, Yang, et al.
Published: (2024)

Vision and Language Reference Prompt into SAM for Few-shot Segmentation
by: Sakurai, Kosuke, et al.
Published: (2025)

Meta-Prompting for Automating Zero-shot Visual Recognition with LLMs
by: Mirza, M. Jehanzeb, et al.
Published: (2024)

UniFine: A Unified and Fine-grained Approach for Zero-shot Vision-Language Understanding
by: Wang, Zhecan, et al.
Published: (2023)

Differentiable Inverse Graphics for Zero-shot Scene Reconstruction and Robot Grasping
by: Arriaga, Octavio, et al.
Published: (2026)

Bias at the End of the Score
by: Magid, Salma Abdel, et al.
Published: (2026)

Exploiting GPT-4 Vision for Zero-shot Point Cloud Understanding
by: Sun, Qi, et al.
Published: (2024)

Pre-training LLMs using human-like development data corpus
by: Bhardwaj, Khushi, et al.
Published: (2023)

View-on-Graph: Zero-shot 3D Visual Grounding via Vision-Language Reasoning on Scene Graphs
by: Liu, Yuanyuan, et al.
Published: (2025)

Zero-shot Generalizable Incremental Learning for Vision-Language Object Detection
by: Deng, Jieren, et al.
Published: (2024)

AttriPrompter: Auto-Prompting with Attribute Semantics for Zero-shot Nuclei Detection via Visual-Language Pre-trained Models
by: Wu, Yongjian, et al.
Published: (2024)

RiGS: Rigid-aware 4D Gaussian Splatting from a Single Monocular Video
by: Wu, Chenyu, et al.
Published: (2026)

Zero-shot Vision-Language Reranking for Cross-View Geolocalization
by: Erzurumlu, Yunus Talha, et al.
Published: (2026)

Label Propagation for Zero-shot Classification with Vision-Language Models
by: Stojnić, Vladan, et al.
Published: (2024)

Zero-shot Action Localization via the Confidence of Large Vision-Language Models
by: Aklilu, Josiah, et al.
Published: (2024)

TriSAM: Tri-Plane SAM for zero-shot cortical blood vessel segmentation in VEM images
by: Wan, Jia, et al.
Published: (2024)

Benchmarking Vision-Language and Multimodal Large Language Models in Zero-shot and Few-shot Scenarios: A study on Christian Iconography
by: Spinaci, Gianmarco, et al.
Published: (2025)

Causal Graphical Models for Vision-Language Compositional Understanding
by: Parascandolo, Fiorenzo, et al.
Published: (2024)

Understanding the Multi-modal Prompts of the Pre-trained Vision-Language Model
by: Ma, Shuailei, et al.
Published: (2023)