Molecule Property Prediction on ogbg-Tox21
78.22ROC-AUCGREA
Evaluation results
| Method | Links | |
|---|---|---|
| GREAEncoder=GCN [12]2022.06 | 78.22 | |
| GREA-REPAUGEncoder=GCN [12]2022.06 | 78.08 | |
| GREAEncoder=GIN [37]2022.06 | 77.23 | |
| GREA-REPAUGEncoder=GIN [37]2022.06 | 76.9 | |
| OOD-GNNEncoder=GCN [12]2022.06 | 76.73 | |
| IRMEncoder=GCN [12]2022.06 | 76.54 | |
| OOD-GNNEncoder=GIN [37]2022.06 | 76.46 | |
| SELFATTNPOOLEncoder=GCN [12]2022.06 | 75.63 | |
| U-NETSPOOLEncoder=GIN [37]2022.06 | 75.6 | |
| IRMEncoder=GIN [37]2022.06 | 75.42 | |
| SELFATTNPOOLEncoder=GIN [37]2022.06 | 75.07 | |
| U-NETSPOOLEncoder=GCN [12]2022.06 | 74.92 | |
| STABLEGNNEncoder=GCN [12]2022.06 | 74.54 | |
| DIR+REPAUGEncoder=GIN [37]2022.06 | 74.53 | |
| DIR+REPAUGEncoder=GCN [12]2022.06 | 74.37 | |
| STABLEGNNEncoder=GIN [37]2022.06 | 73.81 | |
| DIREncoder=GIN [37]2022.06 | 50.78 | |
| DIREncoder=GCN [12]2022.06 | 47.27 |