Polymer property prediction on PolyDensity
0.723R^2GREA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GREAEncoder=GIN [37]2022.06 | 0.723 | 0.085 | |
| GREAEncoder=GCN [12]2022.06 | 0.717 | 0.086 | |
| GREA-RepAugEncoder=GIN [37]2022.06 | 0.717 | 0.086 | |
| IRMEncoder=GCN [12]2022.06 | 0.69 | 0.09 | |
| SelfAttnPoolEncoder=GCN [12]2022.06 | 0.688 | 0.09 | |
| GREA-RepAugEncoder=GCN [12]2022.06 | 0.686 | 0.09 | |
| IRMEncoder=GIN [37]2022.06 | 0.682 | 0.091 | |
| OOD-GNNEncoder=GCN [12]2022.06 | 0.676 | 0.092 | |
| DIR+RepAugEncoder=GCN [12]2022.06 | 0.671 | 0.092 | |
| StableGNNEncoder=GCN [12]2022.06 | 0.667 | 0.093 | |
| OOD-GNNEncoder=GIN [37]2022.06 | 0.666 | 0.093 | |
| DIREncoder=GCN [12]2022.06 | 0.656 | 0.094 | |
| SelfAttnPoolEncoder=GIN [37]2022.06 | 0.654 | 0.095 | |
| DIR+RepAugEncoder=GIN [37]2022.06 | 0.647 | 0.095 | |
| StableGNNEncoder=GIN [37]2022.06 | 0.642 | 0.096 | |
| U-NetsPoolEncoder=GIN [37]2022.06 | 0.635 | 0.097 | |
| DIREncoder=GIN [37]2022.06 | 0.617 | 0.099 | |
| U-NetsPoolEncoder=GCN [12]2022.06 | 0.615 | 0.1 |