Matbench Discovery

Which hypothetical inorganic crystals are thermodynamically stable (placeholder)

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State the benchmark (placeholder)

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	1	+# Matbench Discovery
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	3	+> Placeholder. This benchmark is here so the benchmark panel can be tried out. Its baseline is from the blueprint or the literature as of 2026-10-19 and must be checked again; every route and score after it is made up.
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	5	+## Task
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	7	+Predict which hypothetical inorganic crystals are stable, after Matbench Discovery: relax each structure of the WBM test set with a machine-learned interatomic potential and classify it by its predicted energy above the convex hull. The score is the F1 of the stable class; the baseline is CHGNet. Routes may change the architecture, the training or the relaxation, within the compliant training data.
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	9	+## How to take part
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	11	+Start a route from `main` (the baseline) or from any route on the leaderboard, keep your files in the route's folder, and push: the verifier scores every commit. Say what your route changes with tags, and keep the misses: a route that scores worse is a result too.