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Model for Tc_supercon_JVASP_816_AlΒΆ

  • Description: This is a benchmark to evaluate how accurately an ES model can predict the superconducting transition temperature (Tc) of Al (JVASP-816), 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
qe_pbesol_gbrvqe_pbesol_gbrv_tetrahedron00.20.40.60.8
ES-SinglePropertyPrediction-Tc_supercon_JVASP_816_Al-dft_3d-test-maeMAE (Tc_supercon_JVASP_816_Al)


Reference(s): https://www.nature.com/articles/s41524-020-00440-1, https://www.nature.com/articles/s41524-022-00933-1#Sec9, https://doi.org/10.48550/arXiv.2305.11842, https://www.nature.com/articles/s41524-022-00933-1

Model benchmarks

Model name Dataset MAE Team name Dataset size Date submitted Notes
qe_pbesol_gbrv_tetrahedrondft_3d0.8JARVIS15-10-2023CSV, JSON, run.sh, Info, JVASP-816
qe_pbesol_gbrvdft_3d0.3995JARVIS101-14-2023CSV, JSON, run.sh, Info, JVASP-816