Formation Energy On Materials Project
評価指標
MAE
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
比較表
| モデル名 | MAE |
|---|---|
| periodic-graph-transformers-for-crystal | 21.2 |
| schnet-a-deep-learning-architecture-for | 35 |
| efficient-approximations-of-complete | 18.8 |
| graph-networks-as-a-universal-machine | 28 |
| neural-message-passing-with-edge-updates-for | 31.8 |
| 171010324 | 39 |
| a-cartesian-encoding-graph-neural-network-for | 17.47 |
| mt-cgcnn-integrating-crystal-graph | 41 |
| neural-message-passing-with-edge-updates-for | 22.7 |