Model for bulk_modulus_JVASP_182_SiC¶
- Description: This is a benchmark to evaluate how accurately an ES model can predict the bulk modulus of SiC (JVASP-182), 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://materialsproject.org/, https://qmcpack.org, https://www.nature.com/articles/s41524-020-00440-1, https://doi.org/10.48550/arXiv.2305.11842, https://journals.aps.org/prb/abstract/10.1103/PhysRevB.98.014107
Model benchmarks
| Model name | Dataset | MAE | Team name | Dataset size | Date submitted | Notes |
|---|---|---|---|---|---|---|
| vasp_pbe_mp | dft_3d | 12.0 | MP | 1 | 01-14-2023 | CSV, JSON, run.sh, Info, JVASP-182 |
| vasp_optb88vdw | dft_3d | 11.72 | JARVIS | 1 | 01-14-2023 | CSV, JSON, run.sh, Info, JVASP-182 |
| qmcpack_team__dmc_001 | dft_3d | 14.61 | QMCPACK | 1 | 05-15-2023 | CSV, JSON, run.sh, Info, JVASP-182 |
| vasp_optcx13 | dft_3d | 7.1 | JARVIS | 1 | 01-14-2023 | CSV, JSON, run.sh, Info, JVASP-182 |
| vasp_optpbe | dft_3d | 16.8 | JARVIS | 1 | 01-14-2023 | CSV, JSON, run.sh, Info, JVASP-182 |
| vasp_opt86b | dft_3d | 9.5 | JARVIS | 1 | 01-14-2023 | CSV, JSON, run.sh, Info, JVASP-182 |