Datasets › ClimateSet
ClimateSet (ClimateSet - : A Large-Scale Climate Model Dataset for Machine Learning)
Climate models are critical tools for analyzing climate change and projecting its future impact. The machine learning (ML) community has taken an increased interest in supporting climate scientists’ efforts on various tasks such as climate model emulation, downscaling, and prediction tasks. However, traditional datasets based on single climate models are limiting. We thus present ClimateSet — a comprehensive collection of inputs and outputs from 36 climate models sourced from the Input4MIPs and CMIP6 archives, designed for large-scale ML applications.
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 5 papers for it but never published that list.
Dataset loaders archive 2025-07-28
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Tasks archive 2025-07-28
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License archive 2025-07-28
Modalities archive 2025-07-28
Languages archive 2025-07-28
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Variants archive 2025-07-28
- ClimateSet
1 variant name, as the archive lists them.
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