Model for bulk modulus¶
- Description: This is a benchmark to evaluate how accurately an ES model can predict the bulk modulus 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/s41524-020-00440-1, https://journals.aps.org/prb/abstract/10.1103/PhysRevB.98.014107, https://materialsproject.org/, https://doi.org/10.48550/arXiv.2305.11842
Model benchmarks
| Model name | Dataset | MAE | Team name | Dataset size | Date submitted | Notes |
|---|---|---|---|---|---|---|
| vasp_optpbe | dft_3d | 9.1762 | JARVIS | 21 | 01-14-2023 | CSV, JSON, run.sh, Info |
| vasp_optcx13 | dft_3d | 5.8524 | JARVIS | 21 | 01-14-2023 | CSV, JSON, run.sh, Info |
| vasp_optb88vdw | dft_3d | 5.7319 | JARVIS | 21 | 01-14-2023 | CSV, JSON, run.sh, Info |
| vasp_opt86b | dft_3d | 4.6619 | JARVIS | 21 | 01-14-2023 | CSV, JSON, run.sh, Info |
| vasp_pbe_mp | dft_3d | 8.2381 | MP | 21 | 01-14-2023 | CSV, JSON, run.sh, Info |