SustainBench
收藏arXiv2021-11-09 更新2024-08-06 收录
下载链接：
http://arxiv.org/abs/2111.04724v1
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资源简介：
SustainBench是一个包含15个基准任务的数据集，涵盖了7个联合国可持续发展目标（SDGs），包括经济、农业、健康、教育、水资源和卫生、气候行动以及陆地生命等领域。该数据集旨在降低机器学习社区参与SDGs测量和实现的门槛，提供跨多个SDG任务的标准基准，并鼓励开发新的机器学习方法，以提高模型性能，促进SDGs的进展。
SustainBench is a dataset consisting of 15 benchmark tasks, covering 7 United Nations Sustainable Development Goals (SDGs) across domains including economy, agriculture, health, education, water and sanitation, climate action, and life on land. This dataset aims to lower the entry barrier for the machine learning community to engage in SDG measurement and achievement, provides standard benchmarks spanning multiple SDG-related tasks, and encourages the development of novel machine learning methods to improve model performance and advance progress toward the SDGs.
创建时间：
2021-11-09
