Table 2 Related work. See Supplementary Note 5 for details.

Finite systems: study uses datasets of finite systems, such as molecules or clusters; Periodic systems: uses datasets of periodic systems, such as crystalline materials; Other properties: evaluate properties other than energy or its derivatives; numerical/structural/regression HPs: whether numerical hyperparameters of representations, structural hyperparameters of representations, or regression hyperparameters are optimized automatically.

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