Model for dielectric_function_JVASP_1002_Si¶
- Description: This is a benchmark to evaluate how accurately an ES model can predict the dielectric function (spectra) for Si (JVASP-1002) experimental results are used as a ground truth for comparison and the multi-mean absolute error (multi-MAE) with respect to the experimental value is used as an accuracy metric
Reference(s): https://www.nature.com/articles/s41524-020-00440-1, https://doi.org/10.48550/arXiv.2305.11842, https://www.nature.com/articles/sdata201882, https://pubs.acs.org/doi/abs/10.1021/acs.chemmater.9b02166
Model benchmarks
| Model name | Dataset | MAE | Team name | Dataset size | Date submitted | Notes |
|---|---|---|---|---|---|---|
| vasp_tbmbj | dft_3d | 3.3922169684774715 | JARVIS | 1 | 01-14-2023 | CSV, JSON, run.sh, Info, JVASP-1002 |
| vasp_optb88vdw_linopt | dft_3d | 4.341184324490689 | JARVIS | 1 | 01-14-2023 | CSV, JSON, run.sh, Info, JVASP-1002 |