Model for Tc_supercon_JVASP_14837_V¶
- Description: This is a benchmark to evaluate how accurately an ES model can predict the superconducting transition temperature (Tc) of V (JVASP-14837), 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/s41524-022-00933-1, https://doi.org/10.48550/arXiv.2305.11842, https://www.nature.com/articles/s41524-020-00440-1, https://www.nature.com/articles/s41524-022-00933-1#Sec9
Model benchmarks
Model name | Dataset | MAE | Team name | Dataset size | Date submitted | Notes |
---|---|---|---|---|---|---|
qe_pbesol_gbrv_tetrahedron | dft_3d | 17.8 | JARVIS | 1 | 5-10-2023 | CSV, JSON, run.sh, Info, JVASP-14837 |
qe_pbesol_gbrv | dft_3d | 12.957 | JARVIS | 1 | 01-14-2023 | CSV, JSON, run.sh, Info, JVASP-14837 |