Molecule Property Prediction on ogbg-ToxCast
67.5ROC-AUCGREA
Evaluation results
| Method | Links | |
|---|---|---|
| GREAEncoder=GIN [37]2022.06 | 67.5 | |
| OOD-GNNEncoder=GIN [37]2022.06 | 66.97 | |
| GREA-REPAUGEncoder=GIN [37]2022.06 | 66.81 | |
| GREAEncoder=GCN [12]2022.06 | 66.62 | |
| IRMEncoder=GIN [37]2022.06 | 66.41 | |
| DIR+REPAUGEncoder=GCN [12]2022.06 | 66.32 | |
| GREA-REPAUGEncoder=GCN [12]2022.06 | 66.14 | |
| OOD-GNNEncoder=GCN [12]2022.06 | 66.13 | |
| IRMEncoder=GCN [12]2022.06 | 65.99 | |
| U-NETSPOOLEncoder=GIN [37]2022.06 | 65.24 | |
| STABLEGNNEncoder=GCN [12]2022.06 | 65.2 | |
| SELFATTNPOOLEncoder=GCN [12]2022.06 | 65.1 | |
| U-NETSPOOLEncoder=GCN [12]2022.06 | 65.07 | |
| STABLEGNNEncoder=GIN [37]2022.06 | 64.85 | |
| DIR+REPAUGEncoder=GIN [37]2022.06 | 64.54 | |
| SELFATTNPOOLEncoder=GIN [37]2022.06 | 63.51 | |
| DIREncoder=GCN [12]2022.06 | 59.54 | |
| DIREncoder=GIN [37]2022.06 | 59.27 |