Skip to content

Model for 2D MXene formation energy

  • Description: This is a benchmark to evaluate how accurately an AI model can predict formation energy for a 2D MXene dataset. Here we use mean absolute error (MAE) to compare models with respect to DFT accuracy. External links: https://iopscience.iop.org/article/10.1088/2053-1583/ac1059


Reference(s): https://www.nature.com/articles/s41524-021-00650-1, https://doi.org/10.1088/2053-1583/ac1059

Model benchmarks

Model nameDataset MAE Team name Dataset size Date submitted Notes
mxene_alignnmxene2750.0561MXene_ALIGNN27406-12-2023CSV, JSON, run.sh, Info