Graph Regression on CEP
1.101RMSEHi-GMAE-F
Evaluation results
| Method | Links | |
|---|---|---|
| Hi-GMAE-F2024.05 | 1.101 | |
| GraphMVP2024.05 | 1.228 | |
| Mole-BERT2024.05 | 1.232 | |
| ContextPred2024.05 | 1.243 | |
| AttrMask2024.05 | 1.256 | |
| GraphMAE2024.05 | 1.263 | |
| JOAO2024.05 | 1.293 | |
| ReactEmbedProtein Model=ProtBERT, Molecular Model=MolFormer2025.01 | 1.62 | |
| ReactEmbedProtein Model=GearNet, Molecular Model=MolFormer2025.01 | 1.63 | |
| ReactEmbedProtein Model=ESM3, Molecular Model=MolFormer2025.01 | 1.64 | |
| BaselineProtein Model=ESM3, Molecular Model=MolFormer2025.01 | 1.68 | |
| BaselineProtein Model=GearNet, Molecular Model=MolFormer2025.01 | 1.68 | |
| BaselineProtein Model=ProtBERT, Molecular Model=MolFormer2025.01 | 1.68 | |
| ReactEmbedProtein Model=ESM3, Molecular Model=MolCLR2025.01 | 1.99 | |
| ReactEmbedProtein Model=ProtBERT, Molecular Model=MolCLR2025.01 | 1.99 | |
| ReactEmbedProtein Model=GearNet, Molecular Model=MolCLR2025.01 | 2.01 | |
| BaselineProtein Model=ESM3, Molecular Model=MolCLR2025.01 | 2.02 | |
| BaselineProtein Model=GearNet, Molecular Model=MolCLR2025.01 | 2.02 | |
| BaselineProtein Model=ProtBERT, Molecular Model=MolCLR2025.01 | 2.02 |