Graph Regression on ZINC 12k graphs v1 (test)
0.07MAEGPS
Evaluation Results
| Method | Links | |
|---|---|---|
| GPS2022.12 | 0.07 | |
| Graph MLP-Mixer2022.12 | 0.073 | |
| CINEdge Features=With2021.06 | 0.079 | |
| CIN2022.12 | 0.079 | |
| GNN-AK+2022.12 | 0.08 | |
| SUN2022.12 | 0.084 | |
| Graph ViT2022.12 | 0.085 | |
| CIN-smallEdge Features=With, Parameter Budget=100k2021.06 | 0.094 | |
| GSNEdge Features=With2021.06 | 0.108 | |
| CINEdge Features=No2021.06 | 0.115 | |
| Graphormer2022.12 | 0.122 | |
| GSNEdge Features=No2021.06 | 0.139 | |
| CIN-smallEdge Features=No, Parameter Budget=100k2021.06 | 0.139 | |
| SAN+LapPE2022.12 | 0.139 | |
| HIMPEdge Features=With2021.06 | 0.151 | |
| DGNEdge Features=With2021.06 | 0.168 | |
| PNAEdge Features=With2021.06 | 0.188 | |
| GraphiT2022.12 | 0.202 | |
| DGNEdge Features=No2021.06 | 0.219 | |
| GT2022.12 | 0.226 | |
| GINEdge Features=With2021.06 | 0.252 | |
| PNAEdge Features=No2021.06 | 0.32 | |
| GatedGCNEdge Features=With2021.06 | 0.363 | |
| GINEdge Features=No2021.06 | 0.408 | |
| GatedGCNEdge Features=No2021.06 | 0.422 | |
| GATEdge Features=No2021.06 | 0.463 | |
| GCNEdge Features=No2021.06 | 0.469 |