Awesome Remote Sensing Vision-Language Datasets

DREAMS@ECNU  VisionXLab@SJTU 

By providing curated, high-quality dataset recommendations, this repository addresses the critical data needs for developing advanced Large Vision-Language Models (LVLMs) in Remote Sensing.

Inspired by the JE project, we have adopted GitHub Issues to manage our datasets. With the help of Labels, it's easy to filter the datasets we need. I won't go into extensive detail about the benefits of using GitHub Issues as a database, but if you're an open-source enthusiast, trust me, you'll love it.

We encourage researchers to submit outstanding results that we may have missed to the project's Issues. Please provide the essential information based on the provided template. Subsequently, we will add appropriate labels and update the README page accordingly. We also encourage users to join the discussion under each issue—sharing their experiences, feedback, and whether they would recommend the dataset to others.

🥳 New

🔥🔥🔥 Last Updated on 2026.01.01 🔥🔥🔥

• 2026.01.01: LRS-VQA-Zoom

• 2025.12.30: MM-UAVBench

• 2025.12.28: BEDI, UrbanVideo-Bench, MOCO, LaSeRS, A2Seek

• 2025.12.24: Geo3DVQA, GRASP-1K

• 🚀🚀🚀 We will release the survey ASAP.

Usage Demo:

• Human Annotation:
• Generated by GPT-4V:
• Ultra High Resolution:
• Temporal Understanding:

Summary of Contents

• Summary of Contents
• Comprehensive Data
• Comprehensive Benchmarks
• Task-specific Data
• Meta Data
• Papers
• Awesome Lists
• Citation
• Contact

Comprehensive Data

Year	Venue	Country	Name	Download	More
2024	CVPR	United Arab Emirates	GeoChat-Instruct
2024	ISPRS	China	SkyEye-968k
2024	TGRS	China	MMRS-1M
2024	NeurIPS	Saudi Arabia	VRSBench-Train
2024	arXiv	China	RS-GPT4V
2024	TGRS	China	RSVP
2024	ECCV	China	LHRS-Align & LHRS-Instruct
2024	arXiv	China	FIT-RS
2025	CVPR	United States	EarthDial-Instruct
2025	RS	China	DDFAV
2025	ICML	United Arab Emirates	GeoPixelD
2025	arXiv	China	Falcon_SFT
2025	AAAI	China	VersaD & HnstD & VariousRS-Instruct
2025	ICLR	United States	TEOChatlas
2025	ICASSP	China	ChangeChat-87k
2025	GRSM	China	GeoPixInstruct
2025	ICLR	Japan	SARLANG-1M
2025	arXiv	China	M-RSVP
2025	arXiv	China	RS-VL3M	NaN
2025	ISPRS	China	LHRS-Align-Recap & LHRS-Instruct-Plus
2025	arXiv	China	FUSAR-GEOVL-1M
2025	NeurIPS	China	ScoreRS
2025	NeurIPS	Japan	DisasterM3
2025	arXiv	China	SARVLM-1M	NAN
2025	arXiv	China	RS-EoT-4K

Comprehensive Benchmarks

Year	Venue	Country	Name	Download	More
2024	ICLR	United States	NAIP-OSM	link
2024	CVPR	United Arab Emirates	GeoChat-Bench
2024	ECCV	China	LHRS-Bench
2024	NeurIPS	Saudi Arabia	VRSBench
2024	arXiv	China	FIT-RSFG
2024	arXiv	China	FIT-RSRC
2024	arXiv	United States	VLEO-Bench
2025	ICCV	United Arab Emirates	GEOBench-VLM
2025	AAAI	China	UrBench
2025	CVPR	China	XLRS-Bench
2025	NeurIPS	China	CHOICE
2025	ISPRS	China	RSIEval
2025	TGRS	China	AirSpatial
2025	arXiv	China	SARChat-Bench-2M
2025	arXiv	China	REOBench
2025	arXiv	United Arab Emirates	ThinkGeo
2025	arXiv	China	A2Seek

Task-specific Data

Image Captioning / Retrieval

Image Captioning and Retrieval tasks share the same dataset, consisting of images and their corresponding descriptions. The key difference is that captioning allows multiple textual descriptions per image.

Year	Venue	Country	Name	Download	More
2016	CITS	China	UCM-Captions	link
2016	CITS	China	Sydney-Captions	link
2017	TGRS	China	RSICD
2021	TGRS	China	RSITMD
2022	TGRS	China	NWPU-Captions
2022	TGRS	Italy	UAV-Captions	N/A
2022	TGRS	China	LEVIR-CC
2022	RS	Saudi Arabia	CapERA
2023	ISPRS	China	RSICap
2023	ICCV	European Union	LAION-EO	link
2024	TGRS	China	RemoteCLIP
2024	TGRS	China	RS5M
2024	AAAI	United States	SkyScript
2025	ISPRS	China	RSTeller
2024	NeurIPS	China	MMM-RS
2024	drone	China	MOCO
2025	ISPRS	China	LuoJiaHOG	N/A
2025	TGRS	China	FIT	N/A
2025	arXiv	China	LRS2M
2025	arXiv	Germany	GeoLangBind-2M
2025	GRSM	China	Git-10M
2025	arXiv	Greece	GAIA
2025	ICCV	China	CVG-Text
2025	PKDD	Germany	Llama3-SSL4EOS12
2025	arXiv	China	SPIE
2025	arXiv	China	GLEAM
2025	GRSM	China	Street2Sat-Text	N/A
2025	GRSM	China	CVACT-Text	N/A
2025	arXiv	China	SAR-TEXT
2025	NeurIPS	China	RSCC
2025	AAAI	Australian	Landsat30-AU-CAP
2025	ISPRS	China	SARCAP
2025	TGRS	China	MMSAR	NaN

Visual Question Answering (VQA)

Year	Venue	Country	Name	Download	More
2020	TGRS	Netherlands	RSVQA-LR & RSVQA-HR	link
2021	IGARSS	France	RSVQAxBEN	link
2021	Access	United States	FloodNet
2021	TGRS	China	RSIVQA
2022	TGRS	Germany	CDVQA
2022	IJRS	Saudi Arabia	VQA-TextRS	N/A
2022	TGRS	China	CRSVQA
2024	TGRS	China	RemoteCount
2024	AAAI	China	EarthVQA
2024	arXiv	United Arab Emirates	GeoLLaVA
2024	arXiv	China	QAG-360K
2024	ISPRS	Netherlands	HRVQA	link
2024	ISPRS	China	OSVQA	link
2025	ICLR	China	MME-RealWorld
2025	arXiv	China	LRS-VQA
2025	arXiv	China	AgroMind
2025	ISPRS	China	AVI-Math
2025	arXiv	China	Earth-Bench
2025	NeruIPS	China	VICoT-HRSC	NaN
2025	arXiv	China	GeoPlan-Bench
2025	arXiv	China	LRS-GRO
2025	AAAI	Australian	Landsat30-AU-VQA
2025	ISPRS	Japan	CitySet	NaN
2025	ICML	United States	UnivEARTH	NaN
2025	arXiv	Japan	Geo3DVQA
2025	arXiv	China	UrbanVideo-Bench
2025	arXiv	China	BEDI
2025	arXix	China	KnowFlow-Bench	NaN
2025	arXiv	China	MM-UAVBench
2025	arXiv	China	LRS-VQA-Zoom

Visual Grounding

Year	Venue	Country	Name	Download	More
2022	MM	China	RSVG	link
2023	TGRS	China	DIOR-RSVG
2024	ECCV	Singapore	GeoText-1652
2024	TGRS	China	RSVG-HR
2024	TGRS	China	OPT-RSVG
2024	TGRS	Germany	RRSIS (RefSegRS)	link
2024	CVPR	China	RRSIS-D
2024	arXiv	Singapore	AAVG
2024	arXiv	Singapore	refGeo
2024	arXiv	China	RISBench
2025	ICCV	China	AerialVG
2025	arXiv	China	EarthReason
2025	arXiv	United States	GRES
2025	arXiv	China	RefDrone
2025	MM	China	RemoteSAM-270K
2025	arXiv	China	NWPU-Refer
2025	arXiv	China	GeoSeg-1M
2025	AAAI	China	RIS-LAD
2025	arXix	China	GRASP-1K	NaN
2025	arXiv	China	LaSeRS

Meta Data

All remote sensing datasets used to construct the above-mentioned VL datasets.

Note that we do not include the metadata in the issue.

If you want to see how many datasets used the xBD metadata during construction,

Usage Demo: https://github.com/zytx121/Awesome-RS-SFT-Data/issues?q=is%3Aissue%20state%3Aopen%20xBD

Classification

Year	Venue	Keywords	Name	Download
2010	GIS		UCM (UCMerced)	link
2011	TGRS		WHU-RS19	link
2015	GRSL		RSSCN7
2015	TGRS		SIRI-WHU	link
2015	SIGSPATIAL		SAT-4 & SAT-6	link
2015	TGRS		Sydney	N/A
2016	JARS		RS C11	link
2017	TGRS		RSD46-WHU	link
2017	TGRS		AID	link
2017	Proc. IEEE		NWPU-RESISC45	link
2018	Website		Hefei	link
2018	DP		Hurricane Damage	link
2018	TGRS		OPTIMAL31	link
2018	ISPRS		PatternNet	link
2018	CVPR		fMoW
2019	JSTARS		EuroSAT	link
2019	IGARSS		BigEarthNet	link
2019	GRSM		So2Sat	link
2020	Website		AiRound	link
2020	Website		airplane_det	link
2020	Sensor		CLRS	link
2020	Sensor		RSI-CB
2020	ISPRS		MLRSNet
2021	Website		ship_det	link
2021	JSTARS		MillionAID	link
2021	TGRS		MultiScene
2021	JSTARS		NaSC-TG2	link
2021	KSE		DSCR
2021	RS		FGSCR-42
2021	IJAEOG		WHU-OPT-SAR
2022	arXiv		METER-ML	link
2022	RS		MRSSC2.0	link
2023	ICCVW		SATIN	link
2023	DICTA		FireRisk
2025	JAS		MEET

Detection

• SAR: Synthetic Aperture Radar
• IR: Infrared
• Attrs: Object-level Attribute Understanding

Year	Venue	Keywords	Name	Download
2012	TPAMI		SZTAKI	link
2014	ISPRS		NWPU VHR-10	link
2015	ICIP		UCAS-AOD
2016	ECCV		S-Drone	link
2016	ECCV		COWC	link
2017	ICPRAM		HRSC2016	link
2017	TGRS		RSOD
2017	TIP		LEVIR	link
2017	ICCV		CARPK	link
2017	BIGSARDATA	SAR	SSDD	link
2018	CVPR		DOTA	link
2018	Kaggle		ASD	link
2018	arXiv		xView	link
2018	Website		DeepGlobe Detection	link
2018	ICIP		ITCVD	link
2019	TGRS		HRRSD
2019	JR	SAR	AIR-SARShip-2.0	link
2019	MEE		AerialAnimal	link
2019	Website		SPCD	link
2020	ISPRS		DIOR	link
2020	ICRA		AU-AIR	link
2020	Access	SAR	HRSID
2020	Website		Oceanic-Ship	link
2020	Website		RarePlanes	link
2021	Website		Forest Damages	link
2021	RS		S2-SHIPS	link
2021	JSTARS		ShipRSImagerNet	link
2021	TPAMI		VisDrone
2021	Website		Sea-Shipping	link
2021	Website	IR	Infrared-Security	link
2021	Website		Aerial-Mancar	link
2021	Website		Double-Light-Vehicle	link
2021	Website		Marine Debris	link
2021	PCBI		NEON-Tree	link
2021	RS	SAR	SRSDD
2022	JR	SAR	MSAR	link
2022	JRS		MAR20	link
2022	ISPRS		FAIR1M	link
2022	IJGI		VHRShips	link
2022	TGRS		LEVIR-Ship
2023	TPAMI		SODA-A	link
2023	SD		HIT-UAV
2024	Website		Deforestation	link
2024	TPAMI		GLH-Bridge
2024	NeurIPS		SARDet-100K
2025	TPAMI	SGG	STAR
2025	CVPR	SAR	RSAR
2025	arXiv	Attrs	EVAttrs-95K

Segmentation

Year	Venue	Keywords	Name	Download
2017	IGARSS		Inria	link
2018	RS		DLRSD	link
2018	Website		Vaihingen	link
2018	Website		Potsdam	link
2018	Website		Toronto	link
2018	Website		DeepGlobe Land Cover	link
2019	CVPRW		iSAID	link
2019	ICCV		SkyScapes	link
2020	FAI		CrowdAI	link
2020	Website		BHP Watertanks	link
2020	RSE		GID-15	link
2020	arXiv		Hi-UCD	link
2020	ISPRS		UAVid	link
2021	TGRS		GEONRW	link
2021	arXiv		LoveDA
2022	ML		MiniFrance	link
2023	JRS		Globe230k	link
2023	NeurIPS		SAMRS
2023	SR		STARCOP
2024	arXiv		ChatEarthNet
2024	arXiv		FineGrip	N/A

Change Detection

Year	Venue	Keywords	Name	Download
2018	Archives		CDD	link
2018	TGRS		WHU-CD	link
2019	arXiv		xBD
2019	CVIU		HRSCD	link
2020	ISPRS		DSIFN
2020	RS		LEVIR-CD	link
2020	arXiv		SECOND	link
2021	ICCV		PASTIS
2021	RS		LEVIR-CD+
2021	RS		S2Looking
2021	TGRS		SYSU-CD
2021	CVPRW		QFabric	link
2022	JSTARS		MSBC
2022	JSTARS		MSOSCD
2022	ISPRS		NJDS	link
2023	GRSL		EGY BCD
2023	arXiv		FPCD	link
2023	ISPRS		GVLM
2024	JRS		MtSCCD	link
2024	ECCV		MUDS	link
2024	TGRS		LEVIR-MCI

Others

• SGG: Scene Graph Generation
• Geo-Loc.: Geo-Localization
• ER: Event Recognition

Year	Venue	Keywords	Name	Download
2017	CVPR	Geo-Loc.	CVUSA
2018	arXiv		SEN1-2	link
2019	CVPR	Geo-Loc.	CVACT
2020	CVPRW		SpaceNet6	link
2020	MM	Geo-Loc.	University-1652
2020	GRSM	ER	ERA
2023	GRSM		DFC2023	link
2023	ICCV		SatlasPretrain	link
2023	ICCV		GeoPile
2023	GRSM		SSL4EO-S12
2024	ISCRAM		QuakeSet	link
2024	LNCS		TreeSatAI-TS
2025	arXiv		OpenLandMap
2025	arXiv		OpenEarthMap-SAR	link
2025	ICCV		CrossText2Loc

Papers

Multimodal Large Language Models

Year	Venue	Keywords	Name	Download
2024	CVPR		GeoChat: Grounded Large Vision-Language Model for Remote Sensing
2024	ISPRS		SkyEyeGPT: Unifying Remote Sensing Vision-Language Tasks via Instruction Tuning with Large Language Model
2024	TGRS		Earthgpt: A universal multi-modal large language model for multi-sensor image comprehension in remote sensing domain
2024	ECCV		LHRS-Bot: Empowering Remote Sensing with VGI-Enhanced Large Multimodal Language Model
2024	arXiv		Popeye: A Unified Visual-Language Model for Multi-Source Ship Detection from Remote Sensing Imagery	N/A
2024	arXiv		Large Language Models for Captioning and Retrieving Remote Sensing Images	N/A
2024	RS		RS-LLaVA: A Large Vision-Language Model for Joint Captioning and Question Answering in Remote Sensing Imagery
2024	arXiv		SkySenseGPT: A Fine-Grained Instruction Tuning Dataset and Model for Remote Sensing Vision-Language Understanding
2024	TGRS		EarthMarker: A Visual Prompt Learning Framework for Region-level and Point-level Remote Sensing Imagery Comprehension
2024	arXiv		Aquila: A Hierarchically Aligned Visual-Language Model for Enhanced Remote Sensing Image Comprehension	N/A
2024	arXiv		Large Vision-Language Models for Remote Sensing Visual Question Answering	N/A
2024	arXiv		GeoGround: A Unified Large Vision-Language Model for Remote Sensing Visual Grounding
2025	ISPRS		LHRS-Bot-Nova: Improved Multimodal Large Language Model for Remote Sensing Vision-Language Interpretation
2024	arXiv		GeoLLaVA: Efficient Fine-Tuned Vision-Language Models for Temporal Change Detection in Remote Sensing	N/A
2024	TGRS		RingMoGPT: A Unified Remote Sensing Foundation Model for Vision, Language, and grounded tasks	N/A
2024	arXiv		RSUniVLM: A Unified Vision Language Model for Remote Sensing via Granularity-oriented Mixture of Experts
2024	arXiv		UniRS: Unifying Multi-temporal Remote Sensing Tasks through Vision Language Models
2024	arXiv		REO-VLM: Transforming VLM to Meet Regression Challenges in Earth Observation	N/A
2025	TGRS		RS-MoE: Mixture of Experts for Remote Sensing Image Captioning and Visual Question Answering	N/A
2025	ICLR		TEOChat: A Large Vision-Language Assistant for Temporal Earth Observation Data
2025	AAAI		VHM: Versatile and Honest Vision Language Model for Remote Sensing Image Analysis
2025	CVPR		EarthDial: Turning Multi-sensory Earth Observations to Interactive Dialogues
2025	GRSM		GeoPix: Multi-Modal Large Language Model for Pixel-level Image Understanding in Remote Sensing
2025	ICML		GeoPixel: Pixel Grounding Large Multimodal Model in Remote Sensing
2025	arXiv		Quality-Driven Curation of Remote Sensing Vision-Language Data via Learned Scoring Models	N/A
2025	arXiv		GeoLangBind: Unifying Earth Observation with Agglomerative Vision-Language Foundation Models
2025	IGARSS		LMMRotate: A Simple Aerial Detection Baseline of Multimodal Language Models
2025	arXiv		When Large Vision-Language Model Meets Large Remote Sensing Imagery: Coarse-to-Fine Text-Guided Token Pruning
2025	arXiv		Falcon: A Remote Sensing Vision-Language Foundation Model
2025	arXiv		OmniGeo: Towards a Multimodal Large Language Models for Geospatial Artificial Intelligence	N/A
2025	CVPR		XLRS-Bench: Could Your Multimodal LLMs Understand Extremely Large Ultra-High-Resolution Remote Sensing Imagery?
2025	arXiv		EagleVision: Object-level Attribute Multimodal LLM for Remote Sensing
2025	arXiv		SegEarth-R1: Geospatial Pixel Reasoning via Large Language Model
2025	arXiv		EarthGPT-X: Enabling MLLMs to Flexibly and Comprehensively Understand Multi-Source Remote Sensing Imagery	NaN
2025	ISPRS		Rsgpt: A remote sensing vision language model and benchmark
2025	arXiv		SARChat-Bench-2M: A Multi-Task Vision-Language Benchmark for SAR Image Interpretation
2025	arXiv		LISAt: Language-Instructed Segmentation Assistant for Satellite Imagery
2025	GRSM		ImageRAG: Enhancing Ultra High Resolution Remote Sensing Imagery Analysis with ImageRAG
2025	arXiv		RingMo-Agent: A Unified Remote Sensing Foundation Model for Multi-Platform and Multi-Modal Reasoning	NaN
2025	arXiv		VectorLLM: Human-like Extraction of Structured Building Contours vis Multimodal LLMs	NaN
2025	arXiv		RemoteReasoner: Towards Unifying Geospatial Reasoning Workflow	NaN
2025	arXiv		RS-OOD: A Vision-Language Augmented Framework for  Out-of-Distribution Detection in Remote Sensing	NaN
2025	arXiv		MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning	NaN
2025	ECML PKDD 2025		Beyond the Visible: Multispectral Vision-Language Learning for Earth Observation
2025	IEEE		Satellite Image Synthesis From Street View With Fine-Grained Spatial Textual Guidance: A novel framework	NaN
2025	arXiv		RS-vHeat: Heat Conduction Guided Efficient Remote Sensing Foundation Model	NaN
2025	arXiv		Geo-R1: Improving Few-Shot Geospatial Referring Expression Understanding with Reinforcement Fine-Tuning
2025	arXiv		Look Where It Matters: Training-Free Ultra-HR Remote Sensing VQA via Adaptive Zoom Search	NaN
2025	arXiv		GeoZero: Incentivizing Reasoning from Scratch on Geospatial Scenes	NaN

Vision-Language Pre-training Models

Year	Venue	Keywords	Name	Download
2023	TGRS		Parameter-Efficient Transfer Learning for Remote Sensing Image–Text Retrieval
2023	JAG		RS-CLIP: Zero Shot Remote Sensing Scene Classification via Contrastive Vision-Language Supervision
2024	TGRS		RS5M and GeoRSCLIP: A Large Scale Vision-Language Dataset and A Vision-Language Foundation Model for Remote Sensing
2024	ICLR		Remote Sensing Vision-Language Foundation Models without Annotations via Ground Remote Alignment	Project
2024	AAAI		SkyScript: A Large and Semantically Diverse Vision-Language Dataset for Remote Sensing
2024	arXiv		Mind the Modality Gap: Towards a Remote Sensing Vision-Language Model via Cross-modal Alignment	N/A
2024	TGRS		RemoteCLIP: A Vision Language Foundation Model for Remote Sensing
2025	arXiv		LRSCLIP: A Vision-Language Foundation Model for Aligning Remote Sensing Image with Longer Text
2025	PKDD		Beyond the Visible: Multispectral Vision-Language Learning for Earth Observation
2025	ICCV		Copernicus: Towards a Unified Copernicus Foundation Model for Earth Vision
2025	arXiv		SkySense V2: A Unified Foundation Model for Multi-modal Remote Sensing	N/A
2025	arXiv		CGEarthEye: A High-Resolution Remote Sensing Vision Foundation Model Based on the Jilin-1 Satellite Constellation	N/A

Intelligent Agents

Year	Venue	Keywords	Name	Download
2023	arXiv		Tree-GPT: Modular Large Language Model Expert System for Forest Remote Sensing Image Understanding and Interactive Analysis	N/A
2024	IGARSS		Remote Sensing ChatGPT: Solving Remote Sensing Tasks with ChatGPT and Visual Models
2024	ICLRW		Evaluating Tool-Augmented Agents in Remote Sensing Platforms	N/A
2024	arXiv		GeoLLM-Engine: A Realistic Environment for Building Geospatial Copilots	N/A
2024	arXiv		RS-Agent: Automating Remote Sensing Tasks through Intelligent Agents	N/A
2024	TGRS		Change-Agent: Toward Interactive Comprehensive Remote Sensing Change Interpretation and Analysis
2025	CVPR		PEACE: Empowering Geologic Map Holistic Understanding with MLLMs
2025	TGRS		AirSpatialBot: A Spatially Aware Aerial Agent for Fine-Grained Vehicle Attribute Recognition and Retrieval

Survey

Year	Venue	Keywords	Name	Download
2023	IGARSS		An Agenda for Multimodal Foundation Models for Earth Observation	N/A
2023	GISWU		Large Remote Sensing Model: Progress and Prospects	N/A
2023	JSTARS		Brain-Inspired Remote Sensing Foundation Models and Open Problems: A Comprehensive Survey	N/A
2023	arXiv		On the Promises and Challenges of Multimodal Foundation Models for Geographical, Environmental, Agricultural, and Urban Planning Applications	N/A
2024	GRSM		Vision-Language Models in Remote Sensing: Current Progress and Future Trends	N/A
2024	arXiv		On the Foundations of Earth and Climate Foundation Models	N/A
2024	arXiv		Towards Vision-Language Geo-Foundation Model: A Survey
2024	SB		Foundation model for generalist remote sensing intelligence: Potentials and prospects	N/A
2024	arXiv		Advancements in Visual Language Models for Remote Sensing: Datasets, Capabilities, and Enhancement Techniques
2024	arXiv		Foundation Models for Remote Sensing and Earth Observation: A Survey
2024	GRSM		When Geoscience Meets Foundation Models: Toward a general geoscience artificial intelligence system	N/A
2025	JAG		Towards the next generation of Geospatial Artificial Intelligence	N/A
2025	Innovation		Unleashing the potential of remote sensing foundation models via bridging data and computility islands	N/A
2025	arXiv		A Survey on Remote Sensing Foundation Models: From Vision to Multimodality
2025	IEEE		Regression in Earth Observation: Are vision–language models up to the challenge?	N/A

Exploration

Year	Venue	Keywords	Name	Download
2023	arXiv		GPT4GEO: How a Language Model Sees the World's Geography
2023	arXiv		Charting New Territories: Exploring the Geographic and Geospatial Capabilities of Multimodal LLMs
2023	arXiv		The Potential of Visual ChatGPT For Remote Sensing	N/A

Awesome Lists

Name	Download
satellite-image-deep-learning
Awesome Satellite Imagery Datasets
Awesome-Remote-Sensing-Foundation-Models
Awesome-Remote-Sensing-Multimodal-Large-Language-Models
Awesome Visual Language Models papers and resources for Earth Observation
Awesome remote sensing vision language models
Vision-Language Geo-Foundation Models
Awesome Remote Sensing Vision-Language Models & Papers
awesome-remote-image-captioning
Foundation Models for Remote Sensing and Earth Observation
Awesome VLMs in RS
Remote Sensing Foundation Models

Citation

If you find our survey and repository useful for your research project, please consider citing our paper:

Contact

yzhou@geoai.ecnu.edu.cn