地理空间基础嵌入器：EarthVision Embed2Scale 挑战赛（CVPR 2025）Top-1 冠军解决方案
计算机视觉与模式识别
2025-09-10 v1
摘要
EarthVision Embed2Scale 挑战赛（CVPR 2025）旨在开发基础地理空间模型，将 SSL4EO-S12 高光谱地理空间数据立方体嵌入为嵌入向量，以促进各种下游任务，例如分类、回归等。在本技术报告中，我们介绍了我们在 Embed2Scale 挑战赛上获得 Top-1 冠军解决方案的提出方法。
引用
@article{arxiv.2509.06993,
title = {Geospatial Foundational Embedder: Top-1 Winning Solution on EarthVision Embed2Scale Challenge (CVPR 2025)},
author = {Zirui Xu and Raphael Tang and Mike Bianco and Qi Zhang and Rishi Madhok and Nikolaos Karianakis and Fuxun Yu},
journal= {arXiv preprint arXiv:2509.06993},
year = {2025}
}
备注
CVPR 2025 EarthVision Embed2Scale challenge Top-1 Winning Solution