Regression on BindingDB
1.17RMSEReactEmbed
Evaluation results
| Method | Links | |
|---|---|---|
| ReactEmbedProtein Model=ProtBERT, Molecular Model=MolFormer2025.01 | 1.17 | |
| ReactEmbedProtein Model=ProtBERT, Molecular Model=MolFormer2025.01 | 1.17 | |
| Uni-MolArchitecture=Multimodal2025.01 | 1.2 | |
| ReactEmbedProtein Model=GearNet, Molecular Model=MolFormer2025.01 | 1.2 | |
| ReactEmbedProtein Model=ESM3, Molecular Model=MolFormer2025.01 | 1.21 | |
| DCGAT-DTIArchitecture=Multimodal2025.01 | 1.24 | |
| ReactEmbedProtein Model=ProtBERT, Molecular Model=MolCLR2025.01 | 1.24 | |
| ReactEmbedProtein Model=ESM3, Molecular Model=MolCLR2025.01 | 1.28 | |
| ReactEmbedProtein Model=GearNet, Molecular Model=MolCLR2025.01 | 1.28 | |
| MRHormerArchitecture=Multimodal2025.01 | 1.31 | |
| BaselineProtein Model=GearNet, Molecular Model=MolFormer2025.01 | 1.36 | |
| BaselineProtein Model=ProtBERT, Molecular Model=MolFormer2025.01 | 1.36 | |
| BaselineProtein Model=ESM3, Molecular Model=MolFormer2025.01 | 1.4 | |
| BaselineProtein Model=ProtBERT, Molecular Model=MolCLR2025.01 | 1.41 | |
| DrugCLIPArchitecture=Multimodal2025.01 | 1.45 | |
| BaselineProtein Model=GearNet, Molecular Model=MolCLR2025.01 | 1.45 | |
| BaselineProtein Model=ESM3, Molecular Model=MolCLR2025.01 | 1.48 |