Polymer property prediction on MeltingTemp
0.736R^2GREA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GREAEncoder=GIN [37]2022.06 | 0.736 | 58 | |
| SelfAttnPoolEncoder=GIN [37]2022.06 | 0.726 | 59.2 | |
| OOD-GNNEncoder=GIN [37]2022.06 | 0.721 | 59.7 | |
| GREAEncoder=GCN [12]2022.06 | 0.716 | 60.2 | |
| OOD-GNNEncoder=GCN [12]2022.06 | 0.714 | 60.4 | |
| SelfAttnPoolEncoder=GCN [12]2022.06 | 0.709 | 61 | |
| U-NetsPoolEncoder=GIN [37]2022.06 | 0.703 | 61.6 | |
| U-NetsPoolEncoder=GCN [12]2022.06 | 0.685 | 63.4 | |
| IRMEncoder=GIN [37]2022.06 | 0.681 | 63.8 | |
| GREA-RepAugEncoder=GCN [12]2022.06 | 0.679 | 64 | |
| IRMEncoder=GCN [12]2022.06 | 0.677 | 64.2 | |
| GREA-RepAugEncoder=GIN [37]2022.06 | 0.66 | 65.2 | |
| StableGNNEncoder=GCN [12]2022.06 | 0.635 | 70 | |
| DIR+RepAugEncoder=GIN [37]2022.06 | 0.542 | 76.2 | |
| StableGNNEncoder=GIN [37]2022.06 | 0.535 | 76.9 | |
| DIR+RepAugEncoder=GCN [12]2022.06 | 0.52 | 77.8 | |
| DIREncoder=GCN [12]2022.06 | 0.38 | 87.8 | |
| DIREncoder=GIN [37]2022.06 | 0.287 | 95.1 |