Molecular Property Prediction On Qm9
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 |
|---|---|
| chemrl-gem-geometry-enhanced-molecular | 0.00746 |
| uni-mol-a-universal-3d-molecular | 0.00467 |
| grover-self-supervised-message-passing | 0.00984 |
| are-learned-molecular-representations-ready | 0.00814 |
| grover-self-supervised-message-passing | 0.00986 |
| n-gram-graph-a-novel-molecule-representation | 0.01037 |
| pre-training-graph-neural-networks | 0.00922 |
| n-gram-graph-a-novel-molecule-representation | 0.00964 |