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Matbench Discovery - Data Files

Version 21 2025-01-14, 19:37
Version 20 2025-01-10, 22:12
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Version 2 2023-05-03, 03:48
dataset
posted on 2025-01-14, 19:37 authored by Janosh RiebesellJanosh Riebesell

These are the v1 data files for Matbench Discovery, a benchmark for machine learning energy models on inorganic crystal stability prediction from unrelaxed structures. It contains relaxed structures of the MP training set, initial+relaxed structures of the WBM test set, plus several checkpoints for models trained on this data specifically for this benchmark.

For a description of each file, see https://matbench-discovery.materialsproject.org/contribute#--direct-download.

The full MPtrj training set containing 1.3M structures along with their energies, forces, stresses and magmons is available at https://figshare.com/articles/dataset/23713842.

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