Formation energy prediction on JARVIS
32Time/EpochCrystalformer
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CrystalformerType=Transformer, Epochs=8002025.02 | 32 | 7.2 | 6.6 | 0.853 | 4.27 | |
| ReciNetType=GNN, Epochs=5002025.02 | 35 | 4.8 | 8.2 | 0.0033 | 16.5 | |
| PotNetType=GNN, Epochs=5002025.02 | 43 | 6 | 313 | 0.0018 | 9 | |
| iComFormerType=Transformer, Epochs=7002025.02 | 59 | 11.5 | 54.8 | 0.005 | 25 | |
| MatformerType=Transformer, Epochs=5002025.02 | 60 | 8.3 | 20.4 | 0.0029 | 14.5 | |
| ReciNet-MTType=GNN, Epochs=5002025.02 | 69 | 9.6 | 16.2 | — | 9.5 | |
| CrystalFramerType=Transformer, Epochs=20002025.02 | 74 | 41.2 | 16.8 | 0.952 | 4.76 |