Saved in:
| Main Authors: | Qi, Yu, Zhang, Yumeng, Gong, Chenting, Tan, Xiao, Zhang, Weiming, Zhang, Wei, Wang, Jingdong |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2512.06663 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
CoT-VLA: Visual Chain-of-Thought Reasoning for Vision-Language-Action Models
by: Zhao, Qingqing, et al.
Published: (2025)
by: Zhao, Qingqing, 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)
C-CoT: Counterfactual Chain-of-Thought with Vision-Language Models for Safe Autonomous Driving
by: Tian, Kefei, et al.
Published: (2026)
by: Tian, Kefei, et al.
Published: (2026)
Video-CoT: A Comprehensive Dataset for Spatiotemporal Understanding of Videos Based on Chain-of-Thought
by: Zhang, Shuyi, et al.
Published: (2025)
by: Zhang, Shuyi, et al.
Published: (2025)
LDMapNet-U: An End-to-End System for City-Scale Lane-Level Map Updating
by: Xia, Deguo, et al.
Published: (2025)
by: Xia, Deguo, et al.
Published: (2025)
MINT-CoT: Enabling Interleaved Visual Tokens in Mathematical Chain-of-Thought Reasoning
by: Chen, Xinyan, et al.
Published: (2025)
by: Chen, Xinyan, et al.
Published: (2025)
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)
CoT4AD: A Vision-Language-Action Model with Explicit Chain-of-Thought Reasoning for Autonomous Driving
by: Wang, Zhaohui, et al.
Published: (2025)
by: Wang, Zhaohui, 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)
Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought Reasoning
by: Shao, Hao, et al.
Published: (2024)
by: Shao, Hao, et al.
Published: (2024)
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)
X-Ray-CoT: Interpretable Chest X-ray Diagnosis with Vision-Language Models via Chain-of-Thought Reasoning
by: Ng, Chee, et al.
Published: (2025)
by: Ng, Chee, et al.
Published: (2025)
MC-CoT: A Modular Collaborative CoT Framework for Zero-shot Medical-VQA with LLM and MLLM Integration
by: Wei, Lai, et al.
Published: (2024)
by: Wei, Lai, et al.
Published: (2024)
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)
DuMapNet: An End-to-End Vectorization System for City-Scale Lane-Level Map Generation
by: Xia, Deguo, et al.
Published: (2024)
by: Xia, Deguo, et al.
Published: (2024)
M$^3$CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought
by: Chen, Qiguang, et al.
Published: (2024)
by: Chen, Qiguang, et al.
Published: (2024)
CoT-PL: Chain-of-Thought Pseudo-Labeling for Open-Vocabulary Object Detection
by: Choi, Hojun, et al.
Published: (2025)
by: Choi, Hojun, et al.
Published: (2025)
LaV-CoT: Language-Aware Visual CoT with Multi-Aspect Reward Optimization for Real-World Multilingual VQA
by: Huang, Jing, et al.
Published: (2025)
by: Huang, Jing, et al.
Published: (2025)
CoT3DRef: Chain-of-Thoughts Data-Efficient 3D Visual Grounding
by: Abdelrahman, Eslam, et al.
Published: (2023)
by: Abdelrahman, Eslam, et al.
Published: (2023)
VG-CoT: Towards Trustworthy Visual Reasoning via Grounded Chain-of-Thought
by: Lim, Byeonggeuk, et al.
Published: (2026)
by: Lim, Byeonggeuk, et al.
Published: (2026)
X-CoT: Explainable Text-to-Video Retrieval via LLM-based Chain-of-Thought Reasoning
by: Pulakurthi, Prasanna Reddy, et al.
Published: (2025)
by: Pulakurthi, Prasanna Reddy, et al.
Published: (2025)
CoT-Segmenter: Enhancing OOD Detection in Dense Road Scenes via Chain-of-Thought Reasoning
by: Song, Jeonghyo, et al.
Published: (2025)
by: Song, Jeonghyo, 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)
CORP: A Multi-Modal Dataset for Campus-Oriented Roadside Perception Tasks
by: Wang, Beibei, et al.
Published: (2024)
by: Wang, Beibei, 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)
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)
PRIMEDrive-CoT: A Precognitive Chain-of-Thought Framework for Uncertainty-Aware Object Interaction in Driving Scene Scenario
by: Mandalika, Sriram, et al.
Published: (2025)
by: Mandalika, Sriram, et al.
Published: (2025)
Video-Skill-CoT: Skill-based Chain-of-Thoughts for Domain-Adaptive Video Reasoning
by: Lee, Daeun, et al.
Published: (2025)
by: Lee, Daeun, 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)
Step-CoT: Stepwise Visual Chain-of-Thought for Medical Visual Question Answering
by: Fan, Lin, et al.
Published: (2026)
by: Fan, Lin, et al.
Published: (2026)
ESTR-CoT: Towards Explainable and Accurate Event Stream based Scene Text Recognition with Chain-of-Thought Reasoning
by: Wang, Xiao, et al.
Published: (2025)
by: Wang, Xiao, et al.
Published: (2025)
Multimodal Chain of Continuous Thought for Latent-Space Reasoning in Vision-Language Models
by: Pham, Tan-Hanh, et al.
Published: (2025)
by: Pham, Tan-Hanh, et al.
Published: (2025)
Pathology-CoT: Learning Visual Chain-of-Thought Agent from Expert Whole Slide Image Diagnosis Behavior
by: Wang, Sheng, et al.
Published: (2025)
by: Wang, Sheng, et al.
Published: (2025)
Task Preference Optimization: Improving Multimodal Large Language Models with Vision Task Alignment
by: Yan, Ziang, et al.
Published: (2024)
by: Yan, Ziang, et al.
Published: (2024)
OptiMVMap: Offline Vectorized Map Construction via Optimal Multi-vehicle Perspectives
by: Dan, Zedong, et al.
Published: (2026)
by: Dan, Zedong, et al.
Published: (2026)
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)
dVLA: Diffusion Vision-Language-Action Model with Multimodal Chain-of-Thought
by: Wen, Junjie, et al.
Published: (2025)
by: Wen, Junjie, et al.
Published: (2025)
ReasoningTrack: Chain-of-Thought Reasoning for Long-term Vision-Language Tracking
by: Wang, Xiao, et al.
Published: (2025)
by: Wang, Xiao, et al.
Published: (2025)
CoTasks: Chain-of-Thought based Video Instruction Tuning Tasks
by: Wang, Yanan, et al.
Published: (2025)
by: Wang, Yanan, et al.
Published: (2025)
DualCoT-VLA: Visual-Linguistic Chain of Thought via Parallel Reasoning for Vision-Language-Action Models
by: Zhong, Zhide, et al.
Published: (2026)
by: Zhong, Zhide, et al.
Published: (2026)
Similar Items
-
CoT-VLA: Visual Chain-of-Thought Reasoning for Vision-Language-Action Models
by: Zhao, Qingqing, et al.
Published: (2025) -
AIM-CoT: Active Information-driven Multimodal Chain-of-Thought for Vision-Language Reasoning
by: Li, Xiping, et al.
Published: (2025) -
C-CoT: Counterfactual Chain-of-Thought with Vision-Language Models for Safe Autonomous Driving
by: Tian, Kefei, et al.
Published: (2026) -
Video-CoT: A Comprehensive Dataset for Spatiotemporal Understanding of Videos Based on Chain-of-Thought
by: Zhang, Shuyi, et al.
Published: (2025) -
LDMapNet-U: An End-to-End System for City-Scale Lane-Level Map Updating
by: Xia, Deguo, et al.
Published: (2025)