Title
Co-Training Vision Language Models for Remote Sensing Multi-task Learning Qingyun Li Shuran Ma Junwei Luo Yi Yu Yue Zhou ... Xiaoxing Wang Xin He Yushi Chen Xue Yang Junchi Yan 108 0 0 26 Nov 2025
FarSLIP: Discovering Effective CLIP Adaptation for Fine-Grained Remote Sensing Understanding Z. Li W. Yu Dilxat Muhtar X. Zhang Pengfeng Xiao Pedram Ghamisi Xiao Xiang Zhu CLIP VLM 140 0 0 18 Nov 2025
Survey of Multimodal Geospatial Foundation Models: Techniques, Applications, and Challenges Liling Yang Ning Chen Jun Yue Yidan Liu Jiayi Ma Pedram Ghamisi Antonio J. Plaza Leyuan Fang AI4TS 96 0 0 27 Oct 2025
Detect Anything via Next Point Prediction Qing Jiang Junan Huo Xingyu Chen Yuda Xiong Zhaoyang Zeng Yihao Chen Tianhe Ren Junzhi Yu Lei Zhang ObjD 166 9 0 14 Oct 2025
DescribeEarth: Describe Anything for Remote Sensing Images Kaiyu Li Zixuan Jiang Xiangyong Cao Jiayu Wang Yuchen Xiao Deyu Meng Zhi Wang 91 1 0 30 Sep 2025
Mask Clustering-based Annotation Engine for Large-Scale Submeter Land Cover MappingIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2025 Hao Chen F. Xu T. Saleh Weifeng Hao Gui-Song Xia 48 0 0 29 Sep 2025
Towards Large Scale Geostatistical Methane Monitoring with Part-based Object Detection Adhemar de Senneville Xavier Bou T. Ehret Rafael Grompone Jean Louis Bonne Nicolas Dumelie T. Lauvaux Gabriele Facciolo 124 0 0 24 Jul 2025
SCORE: Scene Context Matters in Open-Vocabulary Remote Sensing Instance Segmentation Shiqi Huang Shuting He Huaiyuan Qin Bihan Wen 215 1 0 17 Jul 2025
VME: A Satellite Imagery Dataset and Benchmark for Detecting Vehicles in the Middle East and BeyondScientific Data (Sci Data), 2025 Noora Al-Emadi Ingmar Weber Yin Yang Ferda Ofli 176 4 0 28 May 2025
Vision-Language Modeling Meets Remote Sensing: Models, Datasets and PerspectivesIEEE Geoscience and Remote Sensing Magazine (GRSM), 2025 Xingxing Weng Chao Pang Gui-Song Xia VLM 284 8 0 20 May 2025
Hyperspectral Image Land Cover Captioning Dataset for Vision Language Models Aryan Das Tanishq Rachamalla Pravendra Singh Koushik Biswas Vinay Kumar Verma Swalpa Kumar Roy VLM 221 0 0 18 May 2025
Towards Efficient Benchmarking of Foundation Models in Remote Sensing: A Capabilities Encoding Approach Pierre Adorni M. Pham Stéphane May Sébastien Lefèvre 160 3 0 06 May 2025
More Clear, More Flexible, More Precise: A Comprehensive Oriented Object Detection benchmark for UAV Kai Ye Haidi Tang Bowen Liu Pingyang Dai Liujuan Cao Rongrong Ji AI4TS 291 6 0 28 Apr 2025
EagleVision: Object-level Attribute Multimodal LLM for Remote Sensing Hongxiang Jiang Jihao Yin Qixiong Wang Jiaqi Feng Guo Chen 252 4 0 30 Mar 2025
A Survey on Remote Sensing Foundation Models: From Vision to Multimodality Ziyue Huang Hongxi Yan Qiqi Zhan Shuai Yang Mingming Zhang Yiming Lei Chenkai Zhang Zeming Liu Qingjie Liu Longji Xu 284 9 0 28 Mar 2025
When Large Vision-Language Model Meets Large Remote Sensing Imagery: Coarse-to-Fine Text-Guided Token Pruning Junwei Luo Yingying Zhang Xiaoyu Yang Kang Wu Qi Zhu Lei Liang Jingdong Chen Yansheng Li 369 9 0 10 Mar 2025
OpenRSD: Towards Open-prompts for Object Detection in Remote Sensing Images Ziyue Huang Yongchao Feng Shuai Yang Ziqiang Liu Qingjie Liu Longji Xu ObjD 827 4 0 08 Mar 2025
OpenEarthSensing: Large-Scale Fine-Grained Benchmark for Open-World Remote Sensing Xiang Xiang Zhuo Xu Yao Deng Yuwen Tan Yifan Liang Ke Chen Qingfang Zheng Yaowei Wang Xilin Chen Wen Gao VLM 310 3 0 28 Feb 2025
Wholly-WOOD: Wholly Leveraging Diversified-quality Labels for Weakly-supervised Oriented Object DetectionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 Yi Yu Songyuan Li Yansheng Li Zhenjun Han Feipeng Da Junchi Yan 217 6 0 13 Feb 2025
Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among InstancesComputer Vision and Pattern Recognition (CVPR), 2025 Yi Yu Botao Ren Peiyuan Zhang Mingxin Liu Junwei Luo Shaofeng Zhang Feipeng Da Junchi Yan Songyuan Li 3DPC 445 9 0 06 Feb 2025
Multi-Agent Geospatial Copilots for Remote Sensing Workflows Chaehong Lee Varatheepan Paramanayakam Andreas Karatzas Yanan Jian Michael Fore Heming Liao Fuxun Yu Ruopu Li Iraklis Anagnostopoulos Dimitrios Stamoulis 216 10 0 28 Jan 2025
TEOChat: A Large Vision-Language Assistant for Temporal Earth Observation DataInternational Conference on Learning Representations (ICLR), 2024 Jeremy Irvin Emily Ruoyu Liu Joyce Chuyi Chen Ines Dormoy Jinyoung Kim Samar Khanna Zhuo Zheng Stefano Ermon MLLM VLM 346 37 0 28 Jan 2025
RSAR: Restricted State Angle Resolver and Rotated SAR BenchmarkComputer Vision and Pattern Recognition (CVPR), 2025 Xinsong Zhang Xue Yang Yuchen Ren Zhiqiang Wang Ming-Ming Cheng Xianrui Li 181 14 0 08 Jan 2025
Advancements in Visual Language Models for Remote Sensing: Datasets, Capabilities, and Enhancement Techniques Lijie Tao Han Zhang Haizhao Jing Yu Liu Kelu Yao Guoting Wei Xizhe Xue 304 1 0 03 Jan 2025
SM3Det: A Unified Model for Multi-Modal Remote Sensing Object Detection Yuchen Ren Xianrui Li Yunheng Li Yanzhe Zhang Yimian Dai Qibin Hou Ming-Ming Cheng Zhiqiang Wang 447 17 0 30 Dec 2024
Oriented Tiny Object Detection: A Dataset, Benchmark, and Dynamic Unbiased Learning Chang Xu Ruixiang Zhang Wen Yang Haoran Zhu Fang Xu Jian Ding Gui-Song Xia ObjD 278 2 0 16 Dec 2024
RS-vHeat: Heat Conduction Guided Efficient Remote Sensing Foundation Model Huiyang Hu Peijin Wang Hanbo Bi Boyuan Tong Xiping Hu ... Ziqi Zhang Yaowei Wang QiXiang Ye Kun Fu Xian Sun 648 4 0 27 Nov 2024
Large Vision-Language Models for Remote Sensing Visual Question Answering Surasakdi Siripong Apirak Chaiyapan Thanakorn Phonchai 191 2 0 16 Nov 2024
GeoGround: A Unified Large Vision-Language Model for Remote Sensing Visual Grounding Yimiao Zhou Mengcheng Lan Xiang Li Yiping Ke Yiping Ke Xue Jiang Qingyun Li Xue Yang Wayne Zhang ObjD VLM 538 25 0 16 Nov 2024
Structure Tensor Representation for Robust Oriented Object Detection Xavier Bou Gabriele Facciolo R. G. V. Gioi Jean-Michel Morel T. Ehret 178 0 0 15 Nov 2024
DDFAV: Remote Sensing Large Vision Language Models Dataset and Evaluation Benchmark Haodong Li Haicheng Qu Xiaofeng Zhang 128 7 0 05 Nov 2024
SCLNet: A Scale-Robust Complementary Learning Network for Object Detection in UAV ImagesIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024 Xuexue Li ObjD 174 5 0 11 Sep 2024
MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?International Conference on Learning Representations (ICLR), 2024 Yi-Fan Zhang Huanyu Zhang Haochen Tian Chaoyou Fu Shuangqing Zhang ... Qingsong Wen Zhang Zhang Liwen Wang Rong Jin Tieniu Tan OffRL 302 119 0 23 Aug 2024
Enhancing Fine-grained Object Detection in Aerial Images via Orthogonal Mapping Haoran Zhu Yifan Zhou Chang Xu Ruixiang Zhang Wen Yang 198 1 0 25 Jul 2024
EarthMarker: Visual Prompt Learning for Region-level and Point-level Remote Sensing Imagery Comprehension Wei Zhang Miaoxin Cai Tong Zhang Jun Li Zhuang Yin Xuerui Mao 302 3 0 18 Jul 2024
Global-Local Similarity for Efficient Fine-Grained Image Recognition with Vision Transformers Edwin Arkel Rios Min-Chun Hu Bo-Cheng Lai ViT 161 3 0 17 Jul 2024
MutDet: Mutually Optimizing Pre-training for Remote Sensing Object Detection Ziyue Huang Yongchao Feng Qingjie Liu Yunhong Wang ViT 252 3 0 13 Jul 2024
RS-GPT4V: A Unified Multimodal Instruction-Following Dataset for Remote Sensing Image Understanding Linrui Xu Ling Zhao Wang Guo Qiujun Li Kewang Long Kaiqi Zou Yuhan Wang Haifeng Li AI4TS 213 7 0 18 Jun 2024
HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model Di Wang Meiqi Hu Yao Jin Yuchun Miao Jiaqi Yang ... Lefei Zhang Chen Wu Di Lin Dacheng Tao Liangpei Zhang 289 81 0 17 Jun 2024
ALPS: An Auto-Labeling and Pre-training Scheme for Remote Sensing Segmentation With Segment Anything Model Song Zhang Qingzhong Wang Junyi Liu Haoyi Xiong 258 5 0 16 Jun 2024
SkySenseGPT: A Fine-Grained Instruction Tuning Dataset and Model for Remote Sensing Vision-Language Understanding Junwei Luo Zhen Pang Yongjun Zhang Tingzhu Wang Linlin Wang ... Jiangwei Lao Jian Wang Jingdong Chen Yihua Tan Yansheng Li 284 56 0 14 Jun 2024
STAR: A First-Ever Dataset and A Large-Scale Benchmark for Scene Graph Generation in Large-Size Satellite Imagery Yansheng Li Linlin Wang Tingzhu Wang Xue Yang Junwei Luo ... Haifeng Li Bo Dang Yongjun Zhang Yi Yu Junchi Yan 291 54 0 13 Jun 2024
ReCon1M:A Large-scale Benchmark Dataset for Relation Comprehension in Remote Sensing ImageryIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024 Xian Sun Qiwei Yan Chubo Deng Chenglong Liu Yi Jiang ... Wanxuan Lu Fanglong Yao Xiaoyu Liu Lingxiang Hao Hongfeng Yu 273 2 0 10 Jun 2024
GeoLLM-Engine: A Realistic Environment for Building Geospatial Copilots Simranjit Singh Michael Fore Dimitrios Stamoulis LLMAG 137 20 0 23 Apr 2024
Panoptic Perception: A Novel Task and Fine-grained Dataset for Universal Remote Sensing Image Interpretation Danpei Zhao Bo Yuan Ziqiang Chen Tian Li Zhuoran Liu Wentao Li Yue Gao 297 14 0 06 Apr 2024
Draw-and-Understand: Leveraging Visual Prompts to Enable MLLMs to Comprehend What You Want Weifeng Lin Xinyu Wei Ruichuan An Shiyang Feng Bocheng Zou Yulin Luo Siyuan Huang Shanghang Zhang Jiaming Song VLM 327 81 0 29 Mar 2024
MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining Di Wang Jing Zhang Minqiang Xu Lin Liu Dongsheng Wang ... Chengxi Han Haonan Guo Bo Du Dacheng Tao Guang Dai 194 90 0 20 Mar 2024
LSKNet: A Foundation Lightweight Backbone for Remote SensingInternational Journal of Computer Vision (IJCV), 2024 Yuxuan Li Xiang Li Yimain Dai Qibin Hou Tianpeng Liu Yongxiang Liu Ming-Ming Cheng Jian Yang 290 88 0 18 Mar 2024
Poly Kernel Inception Network for Remote Sensing DetectionComputer Vision and Pattern Recognition (CVPR), 2024 Xinhao Cai Qiuxia Lai Yuwei Wang Wenguan Wang Zeren Sun Yazhou Yao 179 258 0 10 Mar 2024
Theoretically Achieving Continuous Representation of Oriented Bounding Boxes Zikai Xiao Guo-Ye Yang Xue Yang Tai-Jiang Mu Junchi Yan Shi-Min Hu 166 19 0 29 Feb 2024