Top AI Repos — open-source AI, indexed and scored
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
🚀Official Repository of Intelligent Remote Sensing Agents: A Survey
| Date | Stars |
|---|---|
| 2026-07-31 | 535 |
| 2026-08-05 | 561 |
| 2026-08-06 | 561 |
Today
— stars today
This week
— stars this week
This month
— stars this month
Momentum
0.0
growth rate 0.00%/day
# Awesome-Remote-Sensing-Agents
<div align="center">
[](https://awesome.re)
[](https://creativecommons.org/licenses/by-nc/4.0/)
[](http://makeapullrequest.com)
[](https://github.com/PolyX-Research/Awesome-Remote-Sensing-Agents)
[](https://github.com/PolyX-Research/Awesome-Remote-Sensing-Agents/stargazers)
[](https://github.com/PolyX-Research/Awesome-Remote-Sensing-Agents/commits)
🛰️ **A curated collection of 100+ papers at the intersection of Intelligent Remote Sensing Agents** 🚀
<img src="images/roadmap.png" alt="Evolution of Remote Sensing Intelligence" style="display: inline-block; vertical-align: middle;" width="100%"/>
</div>
> [!IMPORTANT]
> **We welcome community contributions to keep this list up-to-date!**
>
> - 📝 Add missing papers via [Pull Request](https://github.com/PolyX-Research/Awesome-Remote-Sensing-Agents/pulls)
> - 🏷️ Propose new or refined categories
> - 🔗 Report broken links or outdated entries
> - 💬 Reach out via [Contact](#️-contact) for any discussion
If you find this survey or repository useful in your research, please cite our paper:
```bibtex
@article{tang2025intelligent,
title={Intelligent Remote Sensing Agents: A Survey},
author={Tang, Jiaqi and Yan, Yingying and Wang, Qianzhou and Xia, Yuyang and Geng, Botong and Chen, Jianmin and Ma, Ke and Zhai, Youyang and He, Qingfeng and Shao, Weigeng and Sun, Yunjin and Dai, Junwei and Chen, Chuxi and Xu, Xiaogang and Yao, Kelu and Zhang, Lei and Wei, Wei and Chen, Qifeng and Plaza, Antonio and Zhang, Yanning},
year={2026},
url={https://github.com/PolyX-Research/Awesome-Remote-Sensing-Agents}
}
```
## 🔥 News
- **[2026.06.05]** 🚀 Added the latest 2026 remote sensing agent works — [GeoMMAgent](https://arxiv.org/abs/2604.08896), [RemoteAgent](https://arxiv.org/abs/2604.07765), [OpenEarth-Agent](https://arxiv.org/abs/2603.22148), [OpenEarthAgent](https://arxiv.org/abs/2602.17665), and [GeoEvolver](https://arxiv.org/abs/2602.02559) — plus the new [OpenEarth-Bench](https://arxiv.org/abs/2603.22148) and [GeoMMBench](https://arxiv.org/abs/2604.08896) benchmarks.
- **[2026.04.15]** 🎉 Our survey is now available on [ResearchGate](https://www.researchgate.net/publication/403817822_Intelligent_Remote_Sensing_Agents_A_Survey).
- **[2026.03.20]** 🎉 The survey is now available on [GitHub](paper/preprint.pdf).
- **[2026.03.20]** 🎉 We release the [Awesome-Remote-Sensing-Agents](https://github.com/PolyX-Research/Awesome-Remote-Sensing-Agents) repository.
## 📚 Contents
- [🔥 News](#-news)
- [📚 Contents](#-contents)
- [Papers](#papers) — 🌿 Ecological Monitoring · 🚨 Emergency Response · ⛏️ Geological Exploration · 🌊 Marine Supervision · 🌾 Precision Agriculture · 🏙️ Urban Governance · 🧩 Others
- [Datasets & Benchmarks](#datasets--benchmarks)
- [🤝 How to Contribute](#-how-to-contribute)
- [📄 License](#-license)
- [✨ Star History](#-star-history)
- [✉️ Contact](#️-contact)
| Badge | Meaning |
|-------|---------|
|  | Preprint on arXiv |
|  | Published at a conference or journal |
|  | Code repository available |
|  | Application domain |
|  | Agent design category (planning, memory, Excerpt of 94,380 characters
Read on GitHub
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Chaoyue He · Nanyang Tech. Univ.
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Yuxiang Ji · Xiamen University · China
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:9612cc4a9c43fe1a, topic:large-language-models
matched fp:9612cc4a9c43fe1a, topic:ai-agents