Crystal Property Prediction on Materials Project (test)
17.07MAE Formation Energy (meV/atom)ReciNet
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ReciNet2025.02 | 17.07 | 0.189 | 0.0328 | 0.0628 | |
| CrystalFramer2025.02 | 17.2 | 0.185 | 0.0338 | 0.0677 | |
| eComFormer2025.02 | 18.16 | 0.202 | 0.0417 | 0.0729 | |
| iComFormer2025.02 | 18.26 | 0.193 | 0.038 | 0.0637 | |
| Crystalformer2025.02 | 18.6 | 0.198 | 0.0377 | 0.0689 | |
| PotNet2025.02 | 18.8 | 0.204 | 0.04 | 0.065 | |
| Matformer2025.02 | 21 | 0.211 | 0.043 | 0.073 | |
| ALIGNN2025.02 | 22 | 0.218 | 0.051 | 0.078 | |
| MEGNET2025.02 | 30 | 0.307 | 0.06 | 0.099 | |
| CGCNN2025.02 | 31 | 0.292 | 0.047 | 0.077 | |
| SchNet2025.02 | 33 | 0.345 | 0.066 | 0.099 | |
| GATGNN2025.02 | 33 | 0.28 | 0.045 | 0.075 |