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SustainBench

A suite of sustainability benchmarks targeting the UN Sustainable Development Goals (SDGs) including No Poverty, Zero Hunger, Good Health and Well-Being, Quality Education, Clean Water and Sanitation, Climate Action, and Life on Land.

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Please cite SustainBench as:

C. Yeh, C. Meng, S. Wang, A. Driscoll, E. Rozi, P. Liu, J. Lee, M. Burke, D. Lobell, and S. Ermon, “SustainBench: Benchmarks for Monitoring the Sustainable Development Goals with Machine Learning,” in Thirty-fifth Conference on Neural Information Processing Systems, Datasets and Benchmarks Track (Round 2), Dec. 2021. [Online]. Available: https://openreview.net/forum?id=5HR3vCylqD.

BibTeX
@inproceedings{
    yeh2021sustainbench,
    title = {SustainBench: Benchmarks for Monitoring the Sustainable Development Goals with Machine Learning},
    author = {Christopher Yeh and Chenlin Meng and Sherrie Wang and Anne Driscoll and Erik Rozi and Patrick Liu and Jihyeon Lee and Marshall Burke and David Lobell and Stefano Ermon},
    booktitle = {Thirty-fifth Conference on Neural Information Processing Systems, Datasets and Benchmarks Track (Round 2)},
    year = {2021},
    month = {12},
    url = {https://openreview.net/forum?id=5HR3vCylqD}
}