Image de couverture de livre

Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Chen, Yangyi, Sikka, Karan, Cogswell, Michael, Ji, Heng, Divakaran, Ajay
Format:	Preprint
Publié:	2023
Sujets:	Computation and Language Computer Vision and Pattern Recognition Machine Learning
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

DRESS: Instructing Large Vision-Language Models to Align and Interact with Humans via Natural Language Feedback
par: Chen, Yangyi, et autres
Publié: (2023)

A Video is Worth 10,000 Words: Training and Benchmarking with Diverse Captions for Better Long Video Retrieval
par: Gwilliam, Matthew, et autres
Publié: (2023)

SOLO: A Single Transformer for Scalable Vision-Language Modeling
par: Chen, Yangyi, et autres
Publié: (2024)

Prioritizing Image-Related Tokens Enhances Vision-Language Pre-Training
par: Chen, Yangyi, et autres
Publié: (2025)

BloomVQA: Assessing Hierarchical Multi-modal Comprehension
par: Gong, Yunye, et autres
Publié: (2023)

Pelican: Correcting Hallucination in Vision-LLMs via Claim Decomposition and Program of Thought Verification
par: Sahu, Pritish, et autres
Publié: (2024)

Multilingual OCR-Aware Fine-Tuning and Prompt-Guided Chain-of-Thought Reasoning for Multimodal Large Language Models
par: Xu, Qinwu, et autres
Publié: (2026)

MM-Verify: Enhancing Multimodal Reasoning with Chain-of-Thought Verification
par: Sun, Linzhuang, et autres
Publié: (2025)

Multimodal Chain-of-Thought Reasoning in Language Models
par: Zhang, Zhuosheng, et autres
Publié: (2023)

Probing Conceptual Understanding of Large Visual-Language Models
par: Schiappa, Madeline, et autres
Publié: (2023)

Rethinking Chain-of-Thought Reasoning for Videos
par: Zhong, Yiwu, et autres
Publié: (2025)

Uni-cot: Towards Unified Chain-of-Thought Reasoning Across Text and Vision
par: Qin, Luozheng, et autres
Publié: (2025)

AgentThink: A Unified Framework for Tool-Augmented Chain-of-Thought Reasoning in Vision-Language Models for Autonomous Driving
par: Qian, Kangan, et autres
Publié: (2025)

EndoCoT: Scaling Endogenous Chain-of-Thought Reasoning in Diffusion Models
par: Dai, Xuanlang, et autres
Publié: (2026)

Integrating Chain-of-Thought for Multimodal Alignment: A Study on 3D Vision-Language Learning
par: Chen, Yanjun, et autres
Publié: (2025)

Finer: Investigating and Enhancing Fine-Grained Visual Concept Recognition in Large Vision Language Models
par: Kim, Jeonghwan, et autres
Publié: (2024)

Sherlock: Self-Correcting Reasoning in Vision-Language Models
par: Ding, Yi, et autres
Publié: (2025)

Render-of-Thought: Rendering Textual Chain-of-Thought as Images for Visual Latent Reasoning
par: Wang, Yifan, et autres
Publié: (2026)

RBF++: Quantifying and Optimizing Reasoning Boundaries across Measurable and Unmeasurable Capabilities for Chain-of-Thought Reasoning
par: Chen, Qiguang, et autres
Publié: (2025)

Punching Bag vs. Punching Person: Motion Transferability in Videos
par: Abdullah, Raiyaan, et autres
Publié: (2025)

Vision-Language Models Can Self-Improve Reasoning via Reflection
par: Cheng, Kanzhi, et autres
Publié: (2024)

SPD-Faith Bench: Diagnosing and Improving Faithfulness in Chain-of-Thought for Multimodal Large Language Models
par: Lv, Weijiang, et autres
Publié: (2026)

ImageChain: Advancing Sequential Image-to-Text Reasoning in Multimodal Large Language Models
par: Villegas, Danae Sánchez, et autres
Publié: (2025)

ReasoningTrack: Chain-of-Thought Reasoning for Long-term Vision-Language Tracking
par: Wang, Xiao, et autres
Publié: (2025)

Benchmarking and Improving Large Vision-Language Models for Fundamental Visual Graph Understanding and Reasoning
par: Zhu, Yingjie, et autres
Publié: (2024)

Cantor: Inspiring Multimodal Chain-of-Thought of MLLM
par: Gao, Timin, et autres
Publié: (2024)

Towards Grounded Visual Spatial Reasoning in Multi-Modal Vision Language Models
par: Rajabi, Navid, et autres
Publié: (2023)

Progressive Multi-granular Alignments for Grounded Reasoning in Large Vision-Language Models
par: Le, Quang-Hung, et autres
Publié: (2024)

TopViewRS: Vision-Language Models as Top-View Spatial Reasoners
par: Li, Chengzu, et autres
Publié: (2024)

SpatialVLM: Endowing Vision-Language Models with Spatial Reasoning Capabilities
par: Chen, Boyuan, et autres
Publié: (2024)

Compositional Chain-of-Thought Prompting for Large Multimodal Models
par: Mitra, Chancharik, et autres
Publié: (2023)

MathCanvas: Intrinsic Visual Chain-of-Thought for Multimodal Mathematical Reasoning
par: Shi, Weikang, et autres
Publié: (2025)

Skywork R1V: Pioneering Multimodal Reasoning with Chain-of-Thought
par: Peng, Yi, et autres
Publié: (2025)

HyperGVL: Benchmarking and Improving Large Vision-Language Models in Hypergraph Understanding and Reasoning
par: Wei, Yanbin, et autres
Publié: (2026)

Imagine while Reasoning in Space: Multimodal Visualization-of-Thought
par: Li, Chengzu, et autres
Publié: (2025)

Visual Sketchpad: Sketching as a Visual Chain of Thought for Multimodal Language Models
par: Hu, Yushi, et autres
Publié: (2024)

From Seeing to Thinking: Decoupling Perception and Reasoning Improves Post-Training of Vision-Language Models
par: Wu, Juncheng, et autres
Publié: (2026)

Visual Thoughts: A Unified Perspective of Understanding Multimodal Chain-of-Thought
par: Cheng, Zihui, et autres
Publié: (2025)

Beyond Symbolic Solving: Multi Chain-of-Thought Voting for Geometric Reasoning in Large Language Models
par: Siddique, Md. Abu Bakor, et autres
Publié: (2026)

Efficient Vision-Language Reasoning via Adaptive Token Pruning
par: Li, Xue, et autres
Publié: (2025)