Molecule Property Prediction on ogbg-HIV
79.32ROC AUCGREA
Evaluation Results
| Method | Links | |
|---|---|---|
| GREAEncoder=GIN [37]2022.06 | 79.32 | |
| IRMEncoder=GIN [37]2022.06 | 78.17 | |
| OOD-GNNEncoder=GIN [37]2022.06 | 77.99 | |
| GREAEncoder=GCN [12]2022.06 | 77.94 | |
| GREA-REPAUGEncoder=GIN [37]2022.06 | 77.7 | |
| SELFATTNPOOLEncoder=GCN [12]2022.06 | 77.33 | |
| DIR+REPAUGEncoder=GIN [37]2022.06 | 77.25 | |
| IRMEncoder=GCN [12]2022.06 | 77.02 | |
| OOD-GNNEncoder=GCN [12]2022.06 | 75.8 | |
| FGWMixup*Backbone=vGCN2023.06 | 75.7 | |
| SELFATTNPOOLEncoder=GIN [37]2022.06 | 75.33 | |
| DIREncoder=GIN [37]2022.06 | 75.33 | |
| U-NETSPOOLEncoder=GCN [12]2022.06 | 75.27 | |
| FGWMixupBackbone=vGCN2023.06 | 75.24 | |
| FGWMixup*Backbone=vGIN2023.06 | 75.12 | |
| DIR+REPAUGEncoder=GCN [12]2022.06 | 74.94 | |
| DIREncoder=GCN [12]2022.06 | 74.66 | |
| G-MixupBackbone=vGCN2023.06 | 74.65 | |
| G-MixupBackbone=vGIN2023.06 | 74.52 | |
| DropEdgeBackbone=vGCN2023.06 | 74.07 | |
| GREA-REPAUGEncoder=GCN [12]2022.06 | 73.77 | |
| U-NETSPOOLEncoder=GIN [37]2022.06 | 73.75 | |
| vanillaBackbone=vGCN2023.06 | 73.72 | |
| DropEdgeBackbone=vGIN2023.06 | 72.97 | |
| FGWMixupBackbone=vGIN2023.06 | 72.68 | |
| vanillaBackbone=vGIN2023.06 | 72.61 | |
| STABLEGNNEncoder=GCN [12]2022.06 | 72.18 | |
| STABLEGNNEncoder=GIN [37]2022.06 | 72.18 |