Model for R2¶
- Description: This is a benchmark to evaluate how accurately an AI model can predict the electronic spatial extent (R2) using the QM9 dataset. The dataset contains the structures and properties of molecules. Here we use mean absolute error (MAE) to compare models with respect to DFT accuracy. External links: https://www.nature.com/articles/sdata201422
Reference(s): https://www.nature.com/articles/s41524-021-00650-1, https://doi.org/10.1038/sdata.2014.22
Model benchmarks
Model name | Dataset | MAE | Team name | Dataset size | Date submitted | Notes |
---|---|---|---|---|---|---|
alignn_model | qm9_std_jctc | 0.6523 | ALIGNN | 130829 | 01-14-2023 | CSV, JSON, run.sh, Info |