Real Images, Worse Judgments: Evaluating Vision-Language Models on Concreteness and Imagery
Fuente:
arXiv
Saved in:
| Main Authors: | Jiang, Yifan, Ning, Ruoxi, Yao, Sheng, Shi, Freda |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Chartographer: Counterfactual Chart Generation for Evaluating Vision-Language Models
by: Jiang, Yifan, et al.
Published: (2026)
by: Jiang, Yifan, et al.
Published: (2026)
Learning Language Structures through Grounding
by: Shi, Freda
Published: (2024)
by: Shi, Freda
Published: (2024)
How Tokenization Limits Phonological Knowledge Representation in Language Models and How to Improve Them
by: Liao, Disen, et al.
Published: (2026)
by: Liao, Disen, et al.
Published: (2026)
From Behavioral Performance to Internal Competence: Interpreting Vision-Language Models with VLM-Lens
by: Sheta, Hala, et al.
Published: (2025)
by: Sheta, Hala, et al.
Published: (2025)
Distribution Prompting: Understanding the Expressivity of Language Models Through the Next-Token Distributions They Can Produce
by: Wang, Haojin, et al.
Published: (2025)
by: Wang, Haojin, et al.
Published: (2025)
Do Vision-Language Models Represent Space and How? Evaluating Spatial Frame of Reference Under Ambiguities
by: Zhang, Zheyuan, et al.
Published: (2024)
by: Zhang, Zheyuan, et al.
Published: (2024)
Grounded Concreteness: Human-Like Concreteness Sensitivity in Vision-Language Models
by: Roy, Aryan, et al.
Published: (2026)
by: Roy, Aryan, et al.
Published: (2026)
Toward Automatic Relevance Judgment using Vision--Language Models for Image--Text Retrieval Evaluation
by: Yang, Jheng-Hong, et al.
Published: (2024)
by: Yang, Jheng-Hong, et al.
Published: (2024)
Logical forms complement probability in understanding language model (and human) performance
by: Wang, Yixuan, et al.
Published: (2025)
by: Wang, Yixuan, et al.
Published: (2025)
Reasons to Reject? Aligning Language Models with Judgments
by: Xu, Weiwen, et al.
Published: (2023)
by: Xu, Weiwen, et al.
Published: (2023)
Structured Tree Alignment for Evaluation of (Speech) Constituency Parsing
by: Shi, Freda, et al.
Published: (2024)
by: Shi, Freda, et al.
Published: (2024)
Do Emotions Influence Moral Judgment in Large Language Models?
by: Saim, Mohammad, et al.
Published: (2026)
by: Saim, Mohammad, et al.
Published: (2026)
Blessing of Multilinguality: A Systematic Analysis of Multilingual In-Context Learning
by: Tu, Yilei, et al.
Published: (2025)
by: Tu, Yilei, et al.
Published: (2025)
GLoRE: Evaluating Logical Reasoning of Large Language Models
by: liu, Hanmeng, et al.
Published: (2023)
by: liu, Hanmeng, et al.
Published: (2023)
From Seeing to Thinking: Decoupling Perception and Reasoning Improves Post-Training of Vision-Language Models
by: Wu, Juncheng, et al.
Published: (2026)
by: Wu, Juncheng, et al.
Published: (2026)
Evaluating and Optimizing Educational Content with Large Language Model Judgments
by: He-Yueya, Joy, et al.
Published: (2024)
by: He-Yueya, Joy, et al.
Published: (2024)
Evaluating Vision-Language Models as Evaluators in Path Planning
by: Aghzal, Mohamed, et al.
Published: (2024)
by: Aghzal, Mohamed, et al.
Published: (2024)
SpaRE: Enhancing Spatial Reasoning in Vision-Language Models with Synthetic Data
by: Ogezi, Michael, et al.
Published: (2025)
by: Ogezi, Michael, et al.
Published: (2025)
LingGym: How Far Are LLMs from Thinking Like Field Linguists?
by: Yang, Changbing, et al.
Published: (2025)
by: Yang, Changbing, et al.
Published: (2025)
The Mechanistic Emergence of Symbol Grounding in Language Models
by: Wu, Shuyu, et al.
Published: (2025)
by: Wu, Shuyu, et al.
Published: (2025)
Translation or Recitation? Calibrating Evaluation Scores for Machine Translation of Extremely Low-Resource Languages
by: Chen, Danlu, et al.
Published: (2026)
by: Chen, Danlu, et al.
Published: (2026)
SAVeS: Steering Safety Judgments in Vision-Language Models via Semantic Cues
by: Hinojosa, Carlos, et al.
Published: (2026)
by: Hinojosa, Carlos, et al.
Published: (2026)
Pretraining Exposure Explains Popularity Judgments in Large Language Models
by: Mozafari, Jamshid, et al.
Published: (2026)
by: Mozafari, Jamshid, et al.
Published: (2026)
A Unified Representation Underlying the Judgment of Large Language Models
by: Lu, Yi-Long, et al.
Published: (2025)
by: Lu, Yi-Long, et al.
Published: (2025)
Incoherent Probability Judgments in Large Language Models
by: Zhu, Jian-Qiao, et al.
Published: (2024)
by: Zhu, Jian-Qiao, et al.
Published: (2024)
ReEvalMed: Rethinking Medical Report Evaluation by Aligning Metrics with Real-World Clinical Judgment
by: Li, Ruochen, et al.
Published: (2025)
by: Li, Ruochen, et al.
Published: (2025)
Logical Consistency as a Bridge: Improving LLM Hallucination Detection via Label Constraint Modeling between Responses and Self-Judgments
by: Mi, Hao, et al.
Published: (2026)
by: Mi, Hao, et al.
Published: (2026)
Fact or Guesswork? Evaluating Large Language Models' Medical Knowledge with Structured One-Hop Judgments
by: Li, Jiaxi, et al.
Published: (2025)
by: Li, Jiaxi, et al.
Published: (2025)
If Probable, Then Acceptable? Understanding Conditional Acceptability Judgments in Large Language Models
by: Orth, Jasmin, et al.
Published: (2025)
by: Orth, Jasmin, et al.
Published: (2025)
Grammaticality Judgments in Humans and Language Models: Revisiting Generative Grammar with LLMs
by: Johnsen, Lars G. B.
Published: (2025)
by: Johnsen, Lars G. B.
Published: (2025)
Cerberus: Real-Time Video Anomaly Detection via Cascaded Vision-Language Models
by: Zheng, Yue, et al.
Published: (2025)
by: Zheng, Yue, et al.
Published: (2025)
Enhancing Human Evaluation in Machine Translation with Comparative Judgment
by: Song, Yixiao, et al.
Published: (2025)
by: Song, Yixiao, et al.
Published: (2025)
Logical Reasoning in Large Language Models: A Survey
by: Liu, Hanmeng, et al.
Published: (2025)
by: Liu, Hanmeng, et al.
Published: (2025)
Do Vision-Language Models Really Understand Visual Language?
by: Hou, Yifan, et al.
Published: (2024)
by: Hou, Yifan, et al.
Published: (2024)
Inertia in Moral and Value Judgments of Large Language Models
by: Lee, Bruce W., et al.
Published: (2024)
by: Lee, Bruce W., et al.
Published: (2024)
Deontological Keyword Bias: The Impact of Modal Expressions on Normative Judgments of Language Models
by: Park, Bumjin, et al.
Published: (2025)
by: Park, Bumjin, et al.
Published: (2025)
VLMInferSlow: Evaluating the Efficiency Robustness of Large Vision-Language Models as a Service
by: Wang, Xiasi, et al.
Published: (2025)
by: Wang, Xiasi, et al.
Published: (2025)
KGPA: Robustness Evaluation for Large Language Models via Cross-Domain Knowledge Graphs
by: Pei, Aihua, et al.
Published: (2024)
by: Pei, Aihua, et al.
Published: (2024)
Exploring Cultural Variations in Moral Judgments with Large Language Models
by: Mohammadi, Hadi, et al.
Published: (2025)
by: Mohammadi, Hadi, et al.
Published: (2025)
Exploring Concreteness Through a Figurative Lens
by: Ghosh, Saptarshi, et al.
Published: (2026)
by: Ghosh, Saptarshi, et al.
Published: (2026)
Similar Items
-
Chartographer: Counterfactual Chart Generation for Evaluating Vision-Language Models
by: Jiang, Yifan, et al.
Published: (2026) -
Learning Language Structures through Grounding
by: Shi, Freda
Published: (2024) -
How Tokenization Limits Phonological Knowledge Representation in Language Models and How to Improve Them
by: Liao, Disen, et al.
Published: (2026) -
From Behavioral Performance to Internal Competence: Interpreting Vision-Language Models with VLM-Lens
by: Sheta, Hala, et al.
Published: (2025) -
Distribution Prompting: Understanding the Expressivity of Language Models Through the Next-Token Distributions They Can Produce
by: Wang, Haojin, et al.
Published: (2025)