Think and Answer ME: Benchmarking and Exploring Multi-Entity Reasoning Grounding in Remote Sensing
Fuente:
arXiv
Saved in:
| Main Authors: | Lyu, Shuchang, Wen, Haiquan, Cheng, Guangliang, Li, Meng, Zhou, Zheng, Zhou, You, Yao, Dingding, Shi, Zhenwei |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Deep Learning Based Domain Adaptation Methods in Remote Sensing: A Comprehensive Survey
by: Lyu, Shuchang, et al.
Published: (2025)
by: Lyu, Shuchang, et al.
Published: (2025)
Joint-Optimized Unsupervised Adversarial Domain Adaptation in Remote Sensing Segmentation with Prompted Foundation Model
by: Lyu, Shuchang, et al.
Published: (2024)
by: Lyu, Shuchang, et al.
Published: (2024)
BEARD: Benchmarking the Adversarial Robustness for Dataset Distillation
by: Zhou, Zheng, et al.
Published: (2024)
by: Zhou, Zheng, et al.
Published: (2024)
Vision Mamba in Remote Sensing: A Comprehensive Survey of Techniques, Applications and Outlook
by: Bao, Muyi, et al.
Published: (2025)
by: Bao, Muyi, et al.
Published: (2025)
ViTaL: A Multimodality Dataset and Benchmark for Multi-pathological Ovarian Tumor Recognition
by: Zhou, You, et al.
Published: (2025)
by: Zhou, You, et al.
Published: (2025)
RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection
by: Li, Tianxiao, et al.
Published: (2025)
by: Li, Tianxiao, et al.
Published: (2025)
Adversarial Versus Federated: An Adversarial Learning based Multi-Modality Cross-Domain Federated Medical Segmentation
by: Zhou, You, et al.
Published: (2025)
by: Zhou, You, et al.
Published: (2025)
Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems
by: Li, Tianxiao, et al.
Published: (2026)
by: Li, Tianxiao, et al.
Published: (2026)
BACON: Bayesian Optimal Condensation Framework for Dataset Distillation
by: Zhou, Zheng, et al.
Published: (2024)
by: Zhou, Zheng, et al.
Published: (2024)
BusterX++: Towards Unified Cross-Modal AI-Generated Content Detection and Explanation with MLLM
by: Wen, Haiquan, et al.
Published: (2025)
by: Wen, Haiquan, et al.
Published: (2025)
Efficient Semantic Splatting for Remote Sensing Multi-view Segmentation
by: Qi, Zipeng, et al.
Published: (2024)
by: Qi, Zipeng, et al.
Published: (2024)
OVGNet: A Unified Visual-Linguistic Framework for Open-Vocabulary Robotic Grasping
by: Meng, Li, et al.
Published: (2024)
by: Meng, Li, et al.
Published: (2024)
From <Answer> to <Think>: Multidimensional Supervision of Reasoning Process for LLM Optimization
by: Wang, Beining, et al.
Published: (2025)
by: Wang, Beining, et al.
Published: (2025)
OpenEarthSensing: Large-Scale Fine-Grained Benchmark for Open-World Remote Sensing
by: Xiang, Xiang, et al.
Published: (2025)
by: Xiang, Xiang, et al.
Published: (2025)
Exploring Fine-Grained Image-Text Alignment for Referring Remote Sensing Image Segmentation
by: Lei, Sen, et al.
Published: (2024)
by: Lei, Sen, et al.
Published: (2024)
Semantic-CD: Remote Sensing Image Semantic Change Detection towards Open-vocabulary Setting
by: Zhu, Yongshuo, et al.
Published: (2025)
by: Zhu, Yongshuo, et al.
Published: (2025)
RSGround-R1: Rethinking Remote Sensing Visual Grounding through Spatial Reasoning
by: Huang, Shiqi, et al.
Published: (2026)
by: Huang, Shiqi, et al.
Published: (2026)
Semantic-CC: Boosting Remote Sensing Image Change Captioning via Foundational Knowledge and Semantic Guidance
by: Zhu, Yongshuo, et al.
Published: (2024)
by: Zhu, Yongshuo, et al.
Published: (2024)
GeoReason: Aligning Thinking And Answering In Remote Sensing Vision-Language Models Via Logical Consistency Reinforcement Learning
by: Li, Wenshuai, et al.
Published: (2026)
by: Li, Wenshuai, et al.
Published: (2026)
MixReasoning: Switching Modes to Think
by: Lu, Haiquan, et al.
Published: (2025)
by: Lu, Haiquan, et al.
Published: (2025)
Prophet: Prompting Large Language Models with Complementary Answer Heuristics for Knowledge-based Visual Question Answering
by: Yu, Zhou, et al.
Published: (2023)
by: Yu, Zhou, et al.
Published: (2023)
Heterogeneous Mixture of Experts for Remote Sensing Image Super-Resolution
by: Chen, Bowen, et al.
Published: (2025)
by: Chen, Bowen, et al.
Published: (2025)
FoBa: A Foreground-Background co-Guided Method and New Benchmark for Remote Sensing Semantic Change Detection
by: Zhang, Haotian, et al.
Published: (2025)
by: Zhang, Haotian, et al.
Published: (2025)
MB-ORES: A Multi-Branch Object Reasoner for Visual Grounding in Remote Sensing
by: Radouane, Karim, et al.
Published: (2025)
by: Radouane, Karim, et al.
Published: (2025)
ASP-VMUNet: Atrous Shifted Parallel Vision Mamba U-Net for Skin Lesion Segmentation
by: Bao, Muyi, et al.
Published: (2025)
by: Bao, Muyi, et al.
Published: (2025)
Think or Not? Exploring Thinking Efficiency in Large Reasoning Models via an Information-Theoretic Lens
by: Yong, Xixian, et al.
Published: (2025)
by: Yong, Xixian, et al.
Published: (2025)
To Think or Not to Think: Exploring the Unthinking Vulnerability in Large Reasoning Models
by: Zhu, Zihao, et al.
Published: (2025)
by: Zhu, Zihao, et al.
Published: (2025)
RSRefSeg: Referring Remote Sensing Image Segmentation with Foundation Models
by: Chen, Keyan, et al.
Published: (2025)
by: Chen, Keyan, et al.
Published: (2025)
Multi-view Remote Sensing Image Segmentation With SAM priors
by: Qi, Zipeng, et al.
Published: (2024)
by: Qi, Zipeng, et al.
Published: (2024)
CloudMamba: An Uncertainty-Guided Dual-Scale Mamba Network for Cloud Detection in Remote Sensing Imagery
by: Yang, Jiajun, et al.
Published: (2026)
by: Yang, Jiajun, et al.
Published: (2026)
TriDF: Triplane-Accelerated Density Fields for Few-Shot Remote Sensing Novel View Synthesis
by: Kang, Jiaming, et al.
Published: (2025)
by: Kang, Jiaming, et al.
Published: (2025)
RSMamba: Remote Sensing Image Classification with State Space Model
by: Chen, Keyan, et al.
Published: (2024)
by: Chen, Keyan, et al.
Published: (2024)
Understand, Think, and Answer: Advancing Visual Reasoning with Large Multimodal Models
by: Zhan, Yufei, et al.
Published: (2025)
by: Zhan, Yufei, et al.
Published: (2025)
ThinkTwice: Jointly Optimizing Large Language Models for Reasoning and Self-Refinement
by: Jiao, Difan, et al.
Published: (2026)
by: Jiao, Difan, et al.
Published: (2026)
A Benchmark for Multi-Lingual Vision-Language Learning in Remote Sensing Image Captioning
by: Zhou, Qing, et al.
Published: (2025)
by: Zhou, Qing, et al.
Published: (2025)
Think with Grounding: Curriculum Reinforced Reasoning with Video Grounding for Long Video Understanding
by: Chen, Houlun, et al.
Published: (2026)
by: Chen, Houlun, et al.
Published: (2026)
MetaEarth: A Generative Foundation Model for Global-Scale Remote Sensing Image Generation
by: Yu, Zhiping, et al.
Published: (2024)
by: Yu, Zhiping, et al.
Published: (2024)
So-Fake: Benchmarking and Explaining Social Media Image Forgery Detection
by: Huang, Zhenglin, et al.
Published: (2025)
by: Huang, Zhenglin, et al.
Published: (2025)
Change-Agent: Towards Interactive Comprehensive Remote Sensing Change Interpretation and Analysis
by: Liu, Chenyang, et al.
Published: (2024)
by: Liu, Chenyang, et al.
Published: (2024)
RSCaMa: Remote Sensing Image Change Captioning with State Space Model
by: Liu, Chenyang, et al.
Published: (2024)
by: Liu, Chenyang, et al.
Published: (2024)
Similar Items
-
Deep Learning Based Domain Adaptation Methods in Remote Sensing: A Comprehensive Survey
by: Lyu, Shuchang, et al.
Published: (2025) -
Joint-Optimized Unsupervised Adversarial Domain Adaptation in Remote Sensing Segmentation with Prompted Foundation Model
by: Lyu, Shuchang, et al.
Published: (2024) -
BEARD: Benchmarking the Adversarial Robustness for Dataset Distillation
by: Zhou, Zheng, et al.
Published: (2024) -
Vision Mamba in Remote Sensing: A Comprehensive Survey of Techniques, Applications and Outlook
by: Bao, Muyi, et al.
Published: (2025) -
ViTaL: A Multimodality Dataset and Benchmark for Multi-pathological Ovarian Tumor Recognition
by: Zhou, You, et al.
Published: (2025)