Graph property prediction on PCQM4M-LSC (train)
0.0582MAEGraphormer
Evaluation Results
| Method | Links | |
|---|---|---|
| Graphormer2025.07 | 0.0582 | |
| Graphormer#param.=47.1M2021.06 | 0.0582 | |
| OmniVec22025.07 | 0.0594 | |
| GraphormerSMALLmodel_size=Small2025.07 | 0.0778 | |
| Graphormer SMALL#param.=12.5M2021.06 | 0.0778 | |
| Graph Transformer2025.07 | 0.0944 | |
| GT#param.=0.6M2021.06 | 0.0944 | |
| Graph Transformer-Widemodel_variant=Wide2025.07 | 0.0955 | |
| GT-Wide#param.=83.2M2021.06 | 0.0955 | |
| DeeperGCN-VN#param.=25.5M2021.06 | 0.1059 | |
| GIN-VN#param.=6.7M2021.06 | 0.115 | |
| GIN#param.=3.8M2021.06 | 0.1203 | |
| GCN-VN#param.=4.9M2021.06 | 0.1225 | |
| GINE-VN#param.=13.2M2021.06 | 0.1248 | |
| GCN#param.=2.0M2021.06 | 0.1318 | |
| Meta-Transformer-B16Fbackbone=B16F2025.07 | 0.8034 |