ConTextual: Evaluating Context-Sensitive Text-Rich Visual Reasoning in Large Multimodal Models
Fuente:
arXiv
Saved in:
| Main Authors: | Wadhawan, Rohan, Bansal, Hritik, Chang, Kai-Wei, Peng, Nanyun |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
OpenVLThinker: Complex Vision-Language Reasoning via Iterative SFT-RL Cycles
by: Deng, Yihe, et al.
Published: (2025)
by: Deng, Yihe, et al.
Published: (2025)
GenEARL: A Training-Free Generative Framework for Multimodal Event Argument Role Labeling
by: Bansal, Hritik, et al.
Published: (2024)
by: Bansal, Hritik, et al.
Published: (2024)
MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts
by: Lu, Pan, et al.
Published: (2023)
by: Lu, Pan, et al.
Published: (2023)
VideoPhy-2: A Challenging Action-Centric Physical Commonsense Evaluation in Video Generation
by: Bansal, Hritik, et al.
Published: (2025)
by: Bansal, Hritik, et al.
Published: (2025)
LaViDa: A Large Diffusion Language Model for Multimodal Understanding
by: Li, Shufan, et al.
Published: (2025)
by: Li, Shufan, et al.
Published: (2025)
OpenVLThinkerV2: A Generalist Multimodal Reasoning Model for Multi-domain Visual Tasks
by: Hu, Wenbo, et al.
Published: (2026)
by: Hu, Wenbo, et al.
Published: (2026)
VaPR -- Vision-language Preference alignment for Reasoning
by: Wadhawan, Rohan, et al.
Published: (2025)
by: Wadhawan, Rohan, et al.
Published: (2025)
PARTONOMY: Large Multimodal Models with Part-Level Visual Understanding
by: Blume, Ansel, et al.
Published: (2025)
by: Blume, Ansel, et al.
Published: (2025)
On Asymmetric Optimization of Reasoning and Perception in Vision-Language Model Post-Training
by: Wu, Xueqing, et al.
Published: (2026)
by: Wu, Xueqing, et al.
Published: (2026)
TALC: Time-Aligned Captions for Multi-Scene Text-to-Video Generation
by: Bansal, Hritik, et al.
Published: (2024)
by: Bansal, Hritik, et al.
Published: (2024)
Autonomous Imagination: Closed-Loop Decomposition of Visual-to-Textual Conversion in Visual Reasoning for Multimodal Large Language Models
by: Liu, Jingming, et al.
Published: (2024)
by: Liu, Jingming, et al.
Published: (2024)
Survey of Bias In Text-to-Image Generation: Definition, Evaluation, and Mitigation
by: Wan, Yixin, et al.
Published: (2024)
by: Wan, Yixin, et al.
Published: (2024)
HoneyBee: Data Recipes for Vision-Language Reasoners
by: Bansal, Hritik, et al.
Published: (2025)
by: Bansal, Hritik, et al.
Published: (2025)
SEED-Bench-2-Plus: Benchmarking Multimodal Large Language Models with Text-Rich Visual Comprehension
by: Li, Bohao, et al.
Published: (2024)
by: Li, Bohao, et al.
Published: (2024)
FlexEControl: Flexible and Efficient Multimodal Control for Text-to-Image Generation
by: He, Xuehai, et al.
Published: (2024)
by: He, Xuehai, et al.
Published: (2024)
MCTBench: Multimodal Cognition towards Text-Rich Visual Scenes Benchmark
by: Shan, Bin, et al.
Published: (2024)
by: Shan, Bin, et al.
Published: (2024)
MRAG-Bench: Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models
by: Hu, Wenbo, et al.
Published: (2024)
by: Hu, Wenbo, et al.
Published: (2024)
OCRBench v2: An Improved Benchmark for Evaluating Large Multimodal Models on Visual Text Localization and Reasoning
by: Fu, Ling, et al.
Published: (2024)
by: Fu, Ling, et al.
Published: (2024)
VISCO: Benchmarking Fine-Grained Critique and Correction Towards Self-Improvement in Visual Reasoning
by: Wu, Xueqing, et al.
Published: (2024)
by: Wu, Xueqing, et al.
Published: (2024)
Personal Visual Context Learning in Large Multimodal Models
by: Xue, Zihui, et al.
Published: (2026)
by: Xue, Zihui, et al.
Published: (2026)
LogicOCR: Do Your Large Multimodal Models Excel at Logical Reasoning on Text-Rich Images?
by: Ye, Maoyuan, et al.
Published: (2025)
by: Ye, Maoyuan, et al.
Published: (2025)
Context-Aware Multi-Turn Visual-Textual Reasoning in LVLMs via Dynamic Memory and Adaptive Visual Guidance
by: Shen, Weijie, et al.
Published: (2025)
by: Shen, Weijie, et al.
Published: (2025)
Unleashing Spatial Reasoning in Multimodal Large Language Models via Textual Representation Guided Reasoning
by: Hua, Jiacheng, et al.
Published: (2026)
by: Hua, Jiacheng, et al.
Published: (2026)
KRETA: A Benchmark for Korean Reading and Reasoning in Text-Rich VQA Attuned to Diverse Visual Contexts
by: Hwang, Taebaek, et al.
Published: (2025)
by: Hwang, Taebaek, et al.
Published: (2025)
ConVis: Contrastive Decoding with Hallucination Visualization for Mitigating Hallucinations in Multimodal Large Language Models
by: Park, Yeji, et al.
Published: (2024)
by: Park, Yeji, et al.
Published: (2024)
VALOR-EVAL: Holistic Coverage and Faithfulness Evaluation of Large Vision-Language Models
by: Qiu, Haoyi, et al.
Published: (2024)
by: Qiu, Haoyi, et al.
Published: (2024)
Video-R4: Reinforcing Text-Rich Video Reasoning with Visual Rumination
by: Tang, Yolo Y., et al.
Published: (2025)
by: Tang, Yolo Y., et al.
Published: (2025)
VISTA: A Visual and Textual Attention Dataset for Interpreting Multimodal Models
by: Harshit, et al.
Published: (2024)
by: Harshit, et al.
Published: (2024)
VDebugger: Harnessing Execution Feedback for Debugging Visual Programs
by: Wu, Xueqing, et al.
Published: (2024)
by: Wu, Xueqing, et al.
Published: (2024)
Matryoshka Query Transformer for Large Vision-Language Models
by: Hu, Wenbo, et al.
Published: (2024)
by: Hu, Wenbo, et al.
Published: (2024)
OmniEval: A Benchmark for Evaluating Omni-modal Models with Visual, Auditory, and Textual Inputs
by: Zhang, Yiman, et al.
Published: (2025)
by: Zhang, Yiman, et al.
Published: (2025)
Mitigating Visual Context Degradation in Large Multimodal Models: A Training-Free Decoupled Agentic Framework
by: Jia, Hongrui, et al.
Published: (2025)
by: Jia, Hongrui, et al.
Published: (2025)
ViBe: A Text-to-Video Benchmark for Evaluating Hallucination in Large Multimodal Models
by: Rawte, Vipula, et al.
Published: (2024)
by: Rawte, Vipula, et al.
Published: (2024)
PhysVLM-AVR: Active Visual Reasoning for Multimodal Large Language Models in Physical Environments
by: Zhou, Weijie, et al.
Published: (2025)
by: Zhou, Weijie, et al.
Published: (2025)
LENS: Multi-level Evaluation of Multimodal Reasoning with Large Language Models
by: Yao, Ruilin, et al.
Published: (2025)
by: Yao, Ruilin, et al.
Published: (2025)
VRSA: Jailbreaking Multimodal Large Language Models through Visual Reasoning Sequential Attack
by: Zhao, Shiji, et al.
Published: (2025)
by: Zhao, Shiji, et al.
Published: (2025)
TemMed-Bench: Evaluating Temporal Medical Image Reasoning in Vision-Language Models
by: Zhang, Junyi, et al.
Published: (2025)
by: Zhang, Junyi, et al.
Published: (2025)
Machine Vision Therapy: Multimodal Large Language Models Can Enhance Visual Robustness via Denoising In-Context Learning
by: Huang, Zhuo, et al.
Published: (2023)
by: Huang, Zhuo, et al.
Published: (2023)
ViTCoP: Accelerating Large Vision-Language Models via Visual and Textual Semantic Collaborative Pruning
by: Luo, Wen, et al.
Published: (2026)
by: Luo, Wen, et al.
Published: (2026)
Unlearning Sensitive Information in Multimodal LLMs: Benchmark and Attack-Defense Evaluation
by: Patil, Vaidehi, et al.
Published: (2025)
by: Patil, Vaidehi, et al.
Published: (2025)
Similar Items
-
OpenVLThinker: Complex Vision-Language Reasoning via Iterative SFT-RL Cycles
by: Deng, Yihe, et al.
Published: (2025) -
GenEARL: A Training-Free Generative Framework for Multimodal Event Argument Role Labeling
by: Bansal, Hritik, et al.
Published: (2024) -
MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts
by: Lu, Pan, et al.
Published: (2023) -
VideoPhy-2: A Challenging Action-Centric Physical Commonsense Evaluation in Video Generation
by: Bansal, Hritik, et al.
Published: (2025) -
LaViDa: A Large Diffusion Language Model for Multimodal Understanding
by: Li, Shufan, et al.
Published: (2025)