Polymer Property Prediction on GlassTemp
0.864R^2GREA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GREAEncoder=GIN [37]2022.06 | 0.864 | 41.2 | |
| OOD-GNNEncoder=GIN [37]2022.06 | 0.862 | 41.6 | |
| GREAEncoder=GCN [12]2022.06 | 0.855 | 42.6 | |
| OOD-GNNEncoder=GCN [12]2022.06 | 0.852 | 43 | |
| U-NetsPoolEncoder=GIN [37]2022.06 | 0.852 | 42.9 | |
| SelfAttnPoolEncoder=GCN [12]2022.06 | 0.848 | 43.5 | |
| SelfAttnPoolEncoder=GIN [37]2022.06 | 0.848 | 43.5 | |
| IRMEncoder=GIN [37]2022.06 | 0.842 | 44.5 | |
| U-NetsPoolEncoder=GCN [12]2022.06 | 0.839 | 44.9 | |
| IRMEncoder=GCN [12]2022.06 | 0.83 | 46.1 | |
| StableGNNEncoder=GCN [12]2022.06 | 0.809 | 48.8 | |
| DIR+RepAugEncoder=GCN [12]2022.06 | 0.8 | 56.5 | |
| StableGNNEncoder=GIN [37]2022.06 | 0.794 | 50.8 | |
| DIR+RepAugEncoder=GIN [37]2022.06 | 0.744 | 56.4 | |
| DIREncoder=GCN [12]2022.06 | 0.697 | 61.2 | |
| GREA-RepAugEncoder=GCN [12]2022.06 | 0.685 | 60.6 | |
| DIREncoder=GIN [37]2022.06 | 0.594 | 71 | |
| GREA-RepAugEncoder=GIN [37]2022.06 | 0.494 | 79 |