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Model for Max Piezoelectric coeff

  • Description: This is a benchmark to evaluate how accurately an ES model can predict the maxiumum piezoelectric coefficient for a bulk material, experimental results are used as a ground truth for comparison and the mean absolute error (MAE) with respect to the experimental value is used as an accuracy metric


Reference(s): https://www.nature.com/articles/s41524-020-0337-2, https://doi.org/10.48550/arXiv.2305.11842, https://www.nature.com/articles/s41524-020-00440-1

Model benchmarks

Model nameDataset MAE Team name Dataset size Date submitted Notes
vasp_optb88vdw_dfptdft_3d1.0853JARVIS1601-14-2023CSV, JSON, run.sh, Info