Remote Sensing VQA

VQA: Visual Question Answering

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4 papers in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

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  1. RS-OPSD: Reliable Privileged On-Policy-Self-Distillation for Ultra-High-Resolution Remote Sensing VQA

    Sep 29, 2026Chengjie Jiang, Yunqi Zhou, Jiafeng Yan +3Remote Sensing Image UnderstandingVisual Question Answering

    Tsinghua University · Zhejiang University · Central University of Finance and Economics +2

  2. ReVA: A Scene-Centric Dataset Beyond Repetition for Remote Sensing Video Question Answering

    Sep 28, 2026Zhen Yao, Likai Wang, Yuming Yang +9Remote Sensing VQAVideo QA

    Lehigh University · University of Southern California · Qualcomm AI Research

  3. Exploiting answer-invariant redundancies in satellite imagery for efficient VLM inference on edge

    Sep 24, 2026Ishani Janveja, Davis Zhang, Seoyul Oh +1Remote Sensing Image UnderstandingRemote Sensing VQA

    University of Illinois Urbana-Champaign

  4. GeoNLI - A Natural Language Interpreter for Satellite Imagery

    Sep 23, 2026Ashutosh Gandhe, Anupam Rawat, Geet Sethi +5Remote Sensing Image UnderstandingRemote Sensing VQA

    Indian Institute of Technology, Bombay

  5. LongEarth-R1: Benchmarking and Aligning Vision-Language Models for Long-Horizon Earth Observation Reasoning

    Aug 13, 2026Yupan Ding, Jing Xiao, Zhenyuan Zhang +4Remote Sensing Image UnderstandingRemote Sensing VQA

    School of Artificial Intelligence, Wuhan University, Wuhan, China · School of Computer Science, Wuhan University, Wuhan, China · Xi’an University of Electronic Science and Technology, Xi’an, China +1

  6. Summarize First, Download Later: Onboard VLMs for Bandwidth-Efficient Earth Observation

    Aug 7, 2026Junghwan Park, Sangcheol Sim, Woojin Cho +1Remote Sensing Image UnderstandingRemote Sensing VQA

    TelePIX · 07330, Seoul, South Korea

  7. Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing

    Jul 28, 2026Fengxiang Wang, Jiangnan Huang, Mingshuo Chen +8Remote Sensing Image UnderstandingRemote Sensing VQA

    National University of Defense Technology · Wuhan University · Tsinghua University

  8. Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose?

    Jul 22, 2026Qiwei Ma, Chunping Qiu, Xinjun Cheng +5Remote Sensing Image UnderstandingRemote Sensing VQA

    School of Artificial Intelligence and Robotics, Hunan University, Changsha, 410082, China · Intelligent Game and Decision Lab (IGDL), Beijing, 100091, China · cYuelushan Center for Industrial Innovation, Changsha, 410082, China

  9. More with Less: a Large Scale Remote Sensing VLM with a Simple Recipe

    Jul 17, 2026Stefan Maria Ailuro, Mario Markov, Mohammad Mahdi +2Remote Sensing Image UnderstandingRemote Sensing VQA

    INSAIT, Sofia University "St. Kliment Ohridski"

  10. JL1-CC&QA: Extending the JL1-CD Benchmark with Change Captioning and Question Answering

    Jun 30, 2026Ziyuan Liu, Ruifei Zhu, Ouqiao Ma +1Remote Sensing Image UnderstandingRemote Sensing VQA

    Department of Electronic Engineering, Beijing National Research Center for Information Science and Technology, Tsinghua University, Beijing 100084, China · Chang Guang Satellite Technology Co., Ltd. (CGSTL) Changchun 130102, China · College of Communications Engineering, Army Engineering University of PLA, Nanjing 210007, China

  11. FlameVQA: A Physically-Grounded UAV Wildfire VQA Benchmark with Radiometric Thermal Supervision

    Jun 25, 2026Mobin Habibpour, John Spodnik, Niloufar Alipour Talemi +1VLM EvaluationVisual Question Answering

    Clemson University · Clemson, SC, USA

  12. A Unified Framework for Efficient Remote Sensing Visual Question Answering: Adapting Dual, Hybrid, and Encoder-Decoder Architectures

    Jun 17, 2026Timothy Agboada, Shikha Chandel, Yadav Raj Ghimire +1Remote Sensing Image UnderstandingVisual Question Answering

    Computational Data Science and Engineering North Carolina A&T State University Greensboro - NC, USA · College of Science and Technology North Carolina A&T State University Greensboro - NC, USA

  13. Earth-OneVision: Extending Remote Sensing Multimodal Large Language Models to More Sensor Modalities and Tasks

    Jun 9, 2026Miaoxin Cai, Guanqun Wang, Wei Zhang +6Remote Sensing Image UnderstandingMultimodal Grounding

    National Key Laboratory of Science and Technology on Space-Born Intelligent Information Processing (SBIIP), Beijing Institute of Technology, Beijing 100081, China · Advanced Research Institute of Multidisciplinary Sciences, Beijing Institute of Technology, Beijing 100081, China · School of Mechatronical Engineering, Beijing Institute of Technology, Beijing 100081, China +5

  14. ForestHG-Trace: Traceable Long-Horizon Ecological Reasoning over Large-Scale Forest Scenes

    May 26, 2026Zihang Cheng, Duanchu Wang, Cheng Li +3Remote Sensing VQATool-Using Vision-Language Agents

    Xi’an Jiaotong University · Xidian University · Zhejiang University

  15. GeoVista: Visually Grounded Active Perception for Vision-Language Understanding of Ultra-High-Resolution Remote Sensing Images

    May 14, 2026Jiashun Zhu, Ronghao Fu, Jiasen Hu +3Remote Sensing Image UnderstandingRemote Sensing VQA

    College of Computer Science and Technology, Jilin University, Changchun 130021, China · Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Changchun 130021, China · Institute of Information Engineering, Chinese Academy of Sciences, Beijing 100000, China +1

  16. Towards a Large Language-Vision Question Answering Model for MSTAR Automatic Target Recognition

    May 11, 2026David F. Ramirez, Tim L. Overman, Kristen Jaskie +2Remote Sensing Image UnderstandingRemote Sensing VQA

    SenSIP Center, School of ECEE, Arizona State University, Tempe, Arizona · Prime Solutions Group, Goodyear, Arizona

  17. Geospatial-Temporal Sensemaking of Remote Sensing Activity Detections with Multimodal Large Language Model

    May 11, 2026David F. Ramirez, Tim Overman, Kristen Jaskie +1Remote Sensing Image UnderstandingVisual Question Answering

    SenSIP Center, School of ECEE, Arizona State University, Tempe, Arizona, USA · Prime Solutions Group Inc, Goodyear, Arizona, USA

  18. One Adapter, Every Resolution: Gated Low-Rank Adaptation for Remote Sensing VLMs

    May 8, 2026Song Zhang, Yanlong Chen, Yining Chen +2Remote Sensing Image UnderstandingRemote Sensing VQA

    Nanjing University · ETH Zurich · Nanjing University of Posts and Telecommunications

  19. WildFireVQA: A Large-Scale Radiometric Thermal VQA Benchmark for Aerial Wildfire Monitoring

    Apr 22, 2026Mobin Habibpour, Niloufar Alipour Talemi, John Spodnik +2Thermal ImagingVisual Question Answering

    Clemson University

  20. Revisiting Change VQA in Remote Sensing with Structured and Native Multimodal Qwen Models

    Apr 20, 2026Yakoub Bazi, Mohamad M. Al Rahhal, Mansour Zuair +1VLM EvaluationRemote Sensing Image Understanding

    Computer Engineering Department, College of Computer and Information Sciences, King Saud University, Riyadh 11543, Saudi Arabia · Applied Computer Science Department, College of Applied Computer Science, King Saud University, Riyadh 11543, Saudi Arabia

  21. RS-HyRe-R1: A Hybrid Reward Mechanism to Overcome Perceptual Inertia for Remote Sensing Images Understanding

    Apr 19, 2026Gaozhi Zhou, Hu He, Peng Shen +8Remote Sensing Image UnderstandingVisual Question Answering

    School of Mechanical and Electrical Engineering, Central South University, Changsha 410083, China · School of Geosciences and Info-Physics, Central South University, Changsha 410083, China