CoCoT: Contrastive Chain-of-Thought Prompting for Large Multimodal Models with Multiple Image Inputs
Fuente:
arXiv
Saved in:
| Main Authors: | Zhang, Daoan, Yang, Junming, Lyu, Hanjia, Jin, Zijian, Yao, Yuan, Chen, Mingkai, Luo, Jiebo |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Evolver: Chain-of-Evolution Prompting to Boost Large Multimodal Models for Hateful Meme Detection
by: Huang, Jinfa, et al.
Published: (2024)
by: Huang, Jinfa, et al.
Published: (2024)
Chain-of-Thought Prompting for Demographic Inference with Large Multimodal Models
by: Yu, Yongsheng, et al.
Published: (2024)
by: Yu, Yongsheng, et al.
Published: (2024)
Irony in Emojis: A Comparative Study of Human and LLM Interpretation
by: Zheng, Yawen, et al.
Published: (2025)
by: Zheng, Yawen, et al.
Published: (2025)
Learning to Evaluate the Artness of AI-generated Images
by: Chen, Junyu, et al.
Published: (2023)
by: Chen, Junyu, et al.
Published: (2023)
Human vs. LMMs: Exploring the Discrepancy in Emoji Interpretation and Usage in Digital Communication
by: Lyu, Hanjia, et al.
Published: (2024)
by: Lyu, Hanjia, et al.
Published: (2024)
X-Reflect: Cross-Reflection Prompting for Multimodal Recommendation
by: Lyu, Hanjia, et al.
Published: (2024)
by: Lyu, Hanjia, et al.
Published: (2024)
A Versatile Multimodal Agent for Multimedia Content Generation
by: Zhang, Daoan, et al.
Published: (2026)
by: Zhang, Daoan, et al.
Published: (2026)
Holistic Visual-Textual Sentiment Analysis with Prior Models
by: Chen, Junyu, et al.
Published: (2022)
by: Chen, Junyu, et al.
Published: (2022)
Harnessing GPT-4V(ision) for Insurance: A Preliminary Exploration
by: Lin, Chenwei, et al.
Published: (2024)
by: Lin, Chenwei, et al.
Published: (2024)
INS-MMBench: A Comprehensive Benchmark for Evaluating LVLMs' Performance in Insurance
by: Lin, Chenwei, et al.
Published: (2024)
by: Lin, Chenwei, et al.
Published: (2024)
Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey
by: Wang, Yaoting, et al.
Published: (2025)
by: Wang, Yaoting, et al.
Published: (2025)
Cognitive Chain-of-Thought (CoCoT): Structured Multimodal Reasoning about Social Situations
by: Park, Eunkyu, et al.
Published: (2025)
by: Park, Eunkyu, et al.
Published: (2025)
WorldGenBench: A World-Knowledge-Integrated Benchmark for Reasoning-Driven Text-to-Image Generation
by: Zhang, Daoan, et al.
Published: (2025)
by: Zhang, Daoan, et al.
Published: (2025)
ImageGen-CoT: Enhancing Text-to-Image In-context Learning with Chain-of-Thought Reasoning
by: Liao, Jiaqi, et al.
Published: (2025)
by: Liao, Jiaqi, et al.
Published: (2025)
MME-CoT: Benchmarking Chain-of-Thought in Large Multimodal Models for Reasoning Quality, Robustness, and Efficiency
by: Jiang, Dongzhi, et al.
Published: (2025)
by: Jiang, Dongzhi, et al.
Published: (2025)
MedCoT: Medical Chain of Thought via Hierarchical Expert
by: Liu, Jiaxiang, et al.
Published: (2024)
by: Liu, Jiaxiang, et al.
Published: (2024)
Seeing the Poem: Image-Semantic Detection of AI-Generated Modern Chinese Poetry with MLLMs
by: Wang, Shanshan, et al.
Published: (2026)
by: Wang, Shanshan, et al.
Published: (2026)
Compositional Chain-of-Thought Prompting for Large Multimodal Models
by: Mitra, Chancharik, et al.
Published: (2023)
by: Mitra, Chancharik, et al.
Published: (2023)
StreamingCoT: A Dataset for Temporal Dynamics and Multimodal Chain-of-Thought Reasoning in Streaming VideoQA
by: Hu, Yuhang, et al.
Published: (2025)
by: Hu, Yuhang, et al.
Published: (2025)
MIRA: Multimodal Iterative Reasoning Agent for Image Editing
by: Zeng, Ziyun, et al.
Published: (2025)
by: Zeng, Ziyun, et al.
Published: (2025)
CoT-Pose: Chain-of-Thought Reasoning for 3D Pose Generation from Abstract Prompts
by: Cha, Junuk, et al.
Published: (2025)
by: Cha, Junuk, et al.
Published: (2025)
AIM-CoT: Active Information-driven Multimodal Chain-of-Thought for Vision-Language Reasoning
by: Li, Xiping, et al.
Published: (2025)
by: Li, Xiping, et al.
Published: (2025)
LAST: LeArning to Think in Space and Time for Generalist Vision-Language Models
by: Wang, Shuai, et al.
Published: (2025)
by: Wang, Shuai, et al.
Published: (2025)
FairCoT: Enhancing Fairness in Text-to-Image Generation via Chain of Thought Reasoning with Multimodal Large Language Models
by: Sahili, Zahraa Al, et al.
Published: (2024)
by: Sahili, Zahraa Al, et al.
Published: (2024)
MM-CoT:A Benchmark for Probing Visual Chain-of-Thought Reasoning in Multimodal Models
by: Zhang, Jusheng, et al.
Published: (2025)
by: Zhang, Jusheng, et al.
Published: (2025)
Learning Brain Tumor Representation in 3D High-Resolution MR Images via Interpretable State Space Models
by: Hu, Qingqiao, et al.
Published: (2024)
by: Hu, Qingqiao, et al.
Published: (2024)
DriveCoT: Integrating Chain-of-Thought Reasoning with End-to-End Driving
by: Wang, Tianqi, et al.
Published: (2024)
by: Wang, Tianqi, et al.
Published: (2024)
CoT-Drive: Efficient Motion Forecasting for Autonomous Driving with LLMs and Chain-of-Thought Prompting
by: Liao, Haicheng, et al.
Published: (2025)
by: Liao, Haicheng, et al.
Published: (2025)
Grounded Chain-of-Thought for Multimodal Large Language Models
by: Wu, Qiong, et al.
Published: (2025)
by: Wu, Qiong, et al.
Published: (2025)
M3CoTBench: Benchmark Chain-of-Thought of MLLMs in Medical Image Understanding
by: Jiang, Juntao, et al.
Published: (2026)
by: Jiang, Juntao, et al.
Published: (2026)
Corvid: Improving Multimodal Large Language Models Towards Chain-of-Thought Reasoning
by: Jiang, Jingjing, et al.
Published: (2025)
by: Jiang, Jingjing, et al.
Published: (2025)
CoMT: A Novel Benchmark for Chain of Multi-modal Thought on Large Vision-Language Models
by: Cheng, Zihui, et al.
Published: (2024)
by: Cheng, Zihui, et al.
Published: (2024)
FINEMATCH: Aspect-based Fine-grained Image and Text Mismatch Detection and Correction
by: Hua, Hang, et al.
Published: (2024)
by: Hua, Hang, et al.
Published: (2024)
CoMT: Chain-of-Medical-Thought Reduces Hallucination in Medical Report Generation
by: Jiang, Yue, et al.
Published: (2024)
by: Jiang, Yue, et al.
Published: (2024)
VideoCoT: A Video Chain-of-Thought Dataset with Active Annotation Tool
by: Wang, Yan, et al.
Published: (2024)
by: Wang, Yan, et al.
Published: (2024)
CoT-RVS: Zero-Shot Chain-of-Thought Reasoning Segmentation for Videos
by: Kao, Shiu-hong, et al.
Published: (2025)
by: Kao, Shiu-hong, et al.
Published: (2025)
CoFFT: Chain of Foresight-Focus Thought for Visual Language Models
by: Zhang, Xinyu, et al.
Published: (2025)
by: Zhang, Xinyu, et al.
Published: (2025)
CoT-Seg: Rethinking Segmentation with Chain-of-Thought Reasoning and Self-Correction
by: Kao, Shiu-hong, et al.
Published: (2026)
by: Kao, Shiu-hong, et al.
Published: (2026)
CoS: Chain-of-Shot Prompting for Long Video Understanding
by: Hu, Jian, et al.
Published: (2025)
by: Hu, Jian, et al.
Published: (2025)
CIR-CoT: Towards Interpretable Composed Image Retrieval via End-to-End Chain-of-Thought Reasoning
by: Lin, Weihuang, et al.
Published: (2025)
by: Lin, Weihuang, et al.
Published: (2025)
Similar Items
-
Evolver: Chain-of-Evolution Prompting to Boost Large Multimodal Models for Hateful Meme Detection
by: Huang, Jinfa, et al.
Published: (2024) -
Chain-of-Thought Prompting for Demographic Inference with Large Multimodal Models
by: Yu, Yongsheng, et al.
Published: (2024) -
Irony in Emojis: A Comparative Study of Human and LLM Interpretation
by: Zheng, Yawen, et al.
Published: (2025) -
Learning to Evaluate the Artness of AI-generated Images
by: Chen, Junyu, et al.
Published: (2023) -
Human vs. LMMs: Exploring the Discrepancy in Emoji Interpretation and Usage in Digital Communication
by: Lyu, Hanjia, et al.
Published: (2024)