Formation Energy Prediction on The Materials Project 2018.6.1 (test)
0.0182MAE (eV/atom)eComFormer
Evaluation Results
| Method | Links | |
|---|---|---|
| eComFormer2025.01 | 0.0182 | |
| iComFormer2025.01 | 0.0183 | |
| PotNet2025.01 | 0.0188 | |
| Matformerretrained=true2022.09 | 0.021 | |
| Matformer2025.01 | 0.021 | |
| ALIGNNretrained=true2022.09 | 0.022 | |
| MEGNETretrained=true2022.09 | 0.03 | |
| CGCNNretrained=true2022.09 | 0.031 | |
| SchNetretrained=true2022.09 | 0.033 | |
| GATGNNretrained=true2022.09 | 0.033 |