feat: add reference geometry stability benchmark#724
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July 26, 2026 21:27
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Summary
This benchmark assesses the MLIP's capability to preserve the ground-state geometry of organic small molecules during energy minimization. It draws its test set from the OpenFF industry dataset, which contains 73,301 conformers of thousands of different molecules, collected by industry partners of the OpenFF consortium. 200 neutral molecules and 20 charged molecules were picked from this dataset, maximizing chemical diversity based on Morgan fingerprints.
Linked issue
Resolves #664
Progress
Testing
New decorators/callbacks