Datasets › SustainBench
SustainBench
SustainBench is a collection of 15 benchmark tasks across 7 sustainable development goals (SDGs), including tasks related to economic development, agriculture, health, education, water and sanitation, climate action, and life on land. The goals for SustainBench are to:
- lower the barriers to entry for the machine learning community to contribute to measuring and achieving the SDGs;
- provide standard benchmarks for evaluating machine learning models on tasks across a variety of SDGs; and
- encourage the development of novel machine learning methods where improved model performance facilitates progress towards the SDGs.
Benchmarks archive 2025-07-28
No leaderboard in the archive resolves to this dataset.
Papers archive 2025-07-28
No paper in the archive has a leaderboard row on this dataset; the archive counts 8 papers for it but never published that list.
Dataset loaders archive 2025-07-28
1 loader as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
No task tagged in the archive.
License archive 2025-07-28
Modalities archive 2025-07-28
No modality tagged.
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- SustainBench
1 variant name, as the archive lists them.
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections