Analyzing the Sensitivity of Vision Language Models in Visual Question Answering
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Shah, Monika, Balaji, Sudarshan, Sarkhel, Somdeb, Dey, Sanorita, Venugopal, Deepak |
|---|---|
| Format: | Preprint |
| Publié: |
2025
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
On Explaining Visual Captioning with Hybrid Markov Logic Networks
par: Shah, Monika, et autres
Publié: (2025)
par: Shah, Monika, et autres
Publié: (2025)
Disentangling Fine-Tuning from Pre-Training in Visual Captioning with Hybrid Markov Logic
par: Shah, Monika, et autres
Publié: (2025)
par: Shah, Monika, et autres
Publié: (2025)
Large Vision-Language Models for Remote Sensing Visual Question Answering
par: Siripong, Surasakdi, et autres
Publié: (2024)
par: Siripong, Surasakdi, et autres
Publié: (2024)
GT-SVJ: Generative-Transformer-Based Self-Supervised Video Judge For Efficient Video Reward Modeling
par: Shekhar, Shivanshu, et autres
Publié: (2026)
par: Shekhar, Shivanshu, et autres
Publié: (2026)
Fusion of Domain-Adapted Vision and Language Models for Medical Visual Question Answering
par: Ha, Cuong Nhat, et autres
Publié: (2024)
par: Ha, Cuong Nhat, et autres
Publié: (2024)
Adapting Lightweight Vision Language Models for Radiological Visual Question Answering
par: Shourya, Aditya, et autres
Publié: (2025)
par: Shourya, Aditya, et autres
Publié: (2025)
Few-Shot Image Classification and Segmentation as Visual Question Answering Using Vision-Language Models
par: Meng, Tian, et autres
Publié: (2024)
par: Meng, Tian, et autres
Publié: (2024)
Pretraining Vision-Language Model for Difference Visual Question Answering in Longitudinal Chest X-rays
par: Cho, Yeongjae, et autres
Publié: (2024)
par: Cho, Yeongjae, et autres
Publié: (2024)
Enhancing Scientific Visual Question Answering via Vision-Caption aware Supervised Fine-Tuning
par: Kapuriya, Janak, et autres
Publié: (2025)
par: Kapuriya, Janak, et autres
Publié: (2025)
Self-Bootstrapped Visual-Language Model for Knowledge Selection and Question Answering
par: Hao, Dongze, et autres
Publié: (2024)
par: Hao, Dongze, et autres
Publié: (2024)
Vision-Language Models for Medical Report Generation and Visual Question Answering: A Review
par: Hartsock, Iryna, et autres
Publié: (2024)
par: Hartsock, Iryna, et autres
Publié: (2024)
Consistency and Uncertainty: Identifying Unreliable Responses From Black-Box Vision-Language Models for Selective Visual Question Answering
par: Khan, Zaid, et autres
Publié: (2024)
par: Khan, Zaid, et autres
Publié: (2024)
Research on Vision-Language Question Answering Models for Industrial Robots
par: Li, Ping, et autres
Publié: (2026)
par: Li, Ping, et autres
Publié: (2026)
Are Vision Language Models Ready for Clinical Diagnosis? A 3D Medical Benchmark for Tumor-centric Visual Question Answering
par: Chen, Yixiong, et autres
Publié: (2025)
par: Chen, Yixiong, et autres
Publié: (2025)
3D Question Answering via only 2D Vision-Language Models
par: Wang, Fengyun, et autres
Publié: (2025)
par: Wang, Fengyun, et autres
Publié: (2025)
HORNet: Task-Guided Frame Selection for Video Question Answering with Vision-Language Models
par: Bai, Xiangyu, et autres
Publié: (2026)
par: Bai, Xiangyu, et autres
Publié: (2026)
Selectively Answering Visual Questions
par: Eisenschlos, Julian Martin, et autres
Publié: (2024)
par: Eisenschlos, Julian Martin, et autres
Publié: (2024)
WikiSeeker: Rethinking the Role of Vision-Language Models in Knowledge-Based Visual Question Answering
par: Zhu, Yingjian, et autres
Publié: (2026)
par: Zhu, Yingjian, et autres
Publié: (2026)
Visual Question Answering Instruction: Unlocking Multimodal Large Language Model To Domain-Specific Visual Multitasks
par: Lee, Jusung, et autres
Publié: (2024)
par: Lee, Jusung, et autres
Publié: (2024)
Spatially Grounded Explanations in Vision Language Models for Document Visual Question Answering
par: Lagos, Maximiliano Hormazábal, et autres
Publié: (2025)
par: Lagos, Maximiliano Hormazábal, et autres
Publié: (2025)
VideoDistill: Language-aware Vision Distillation for Video Question Answering
par: Zou, Bo, et autres
Publié: (2024)
par: Zou, Bo, et autres
Publié: (2024)
Where do Large Vision-Language Models Look at when Answering Questions?
par: Xing, Xiaoying, et autres
Publié: (2025)
par: Xing, Xiaoying, et autres
Publié: (2025)
VisualSimpleQA: A Benchmark for Decoupled Evaluation of Large Vision-Language Models in Fact-Seeking Question Answering
par: Wang, Yanling, et autres
Publié: (2025)
par: Wang, Yanling, et autres
Publié: (2025)
Overview of TREC 2024 Medical Video Question Answering (MedVidQA) Track
par: Gupta, Deepak, et autres
Publié: (2024)
par: Gupta, Deepak, et autres
Publié: (2024)
Visually Interpretable Subtask Reasoning for Visual Question Answering
par: Cheng, Yu, et autres
Publié: (2025)
par: Cheng, Yu, et autres
Publié: (2025)
Retrieval-Augmented Natural Language Reasoning for Explainable Visual Question Answering
par: Lim, Su Hyeon, et autres
Publié: (2024)
par: Lim, Su Hyeon, et autres
Publié: (2024)
Targeted Visual Prompting for Medical Visual Question Answering
par: Tascon-Morales, Sergio, et autres
Publié: (2024)
par: Tascon-Morales, Sergio, et autres
Publié: (2024)
Visual Robustness Benchmark for Visual Question Answering (VQA)
par: Ishmam, Md Farhan, et autres
Publié: (2024)
par: Ishmam, Md Farhan, et autres
Publié: (2024)
A Two-Stage Multitask Vision-Language Framework for Explainable Crop Disease Visual Question Answering
par: Hossain, Md. Zahid, et autres
Publié: (2026)
par: Hossain, Md. Zahid, et autres
Publié: (2026)
Question-Aware Gaussian Experts for Audio-Visual Question Answering
par: Kim, Hongyeob, et autres
Publié: (2025)
par: Kim, Hongyeob, et autres
Publié: (2025)
From Image to Language: A Critical Analysis of Visual Question Answering (VQA) Approaches, Challenges, and Opportunities
par: Ishmam, Md Farhan, et autres
Publié: (2023)
par: Ishmam, Md Farhan, et autres
Publié: (2023)
Questioning the Stability of Visual Question Answering
par: Rosenfeld, Amir, et autres
Publié: (2025)
par: Rosenfeld, Amir, et autres
Publié: (2025)
Evaluating Variance in Visual Question Answering Benchmarks
par: SR, Nikitha
Publié: (2025)
par: SR, Nikitha
Publié: (2025)
Multimodal Rationales for Explainable Visual Question Answering
par: Li, Kun, et autres
Publié: (2024)
par: Li, Kun, et autres
Publié: (2024)
Prompting Medical Large Vision-Language Models to Diagnose Pathologies by Visual Question Answering
par: Guo, Danfeng, et autres
Publié: (2024)
par: Guo, Danfeng, et autres
Publié: (2024)
BLaVe-CoT: Consistency-Aware Visual Question Answering for Blind and Low Vision Users
par: Cheng, Wanyin, et autres
Publié: (2025)
par: Cheng, Wanyin, et autres
Publié: (2025)
Question-Instructed Visual Descriptions for Zero-Shot Video Question Answering
par: Romero, David, et autres
Publié: (2024)
par: Romero, David, et autres
Publié: (2024)
RSVLM-QA: A Benchmark Dataset for Remote Sensing Vision Language Model-based Question Answering
par: Zi, Xing, et autres
Publié: (2025)
par: Zi, Xing, et autres
Publié: (2025)
Structure Causal Models and LLMs Integration in Medical Visual Question Answering
par: Xu, Zibo, et autres
Publié: (2025)
par: Xu, Zibo, et autres
Publié: (2025)
Overcoming Language Priors for Visual Question Answering Based on Knowledge Distillation
par: Peng, Daowan, et autres
Publié: (2025)
par: Peng, Daowan, et autres
Publié: (2025)
Documents similaires
-
On Explaining Visual Captioning with Hybrid Markov Logic Networks
par: Shah, Monika, et autres
Publié: (2025) -
Disentangling Fine-Tuning from Pre-Training in Visual Captioning with Hybrid Markov Logic
par: Shah, Monika, et autres
Publié: (2025) -
Large Vision-Language Models for Remote Sensing Visual Question Answering
par: Siripong, Surasakdi, et autres
Publié: (2024) -
GT-SVJ: Generative-Transformer-Based Self-Supervised Video Judge For Efficient Video Reward Modeling
par: Shekhar, Shivanshu, et autres
Publié: (2026) -
Fusion of Domain-Adapted Vision and Language Models for Medical Visual Question Answering
par: Ha, Cuong Nhat, et autres
Publié: (2024)