Model for epsx_JVASP_72_WS2¶
- Description: This is a benchmark to evaluate how accurately an ES model can predict the static dielectric constant (x direction) for WS2 (JVASP-72), 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/sdata201882, https://doi.org/10.48550/arXiv.2305.11842, https://www.nature.com/articles/s41524-020-00440-1, https://www.nature.com/articles/s41524-020-0337-2
Model benchmarks
Model name | Dataset | MAE | Team name | Dataset size | Date submitted | Notes |
---|---|---|---|---|---|---|
vasp_optb88vdw_linopt | dft_3d | 3.0933 | JARVIS | 1 | 01-14-2023 | CSV, JSON, run.sh, Info, JVASP-72 |
vasp_optb88vdw_dfpt | dft_3d | 2.4098 | JARVIS | 1 | 01-14-2023 | CSV, JSON, run.sh, Info, JVASP-72 |