Graph Regression on molesol
0.93RMSESAGMM
Evaluation Results
| Method | Links | |
|---|---|---|
| SAGMM2025.11 | 0.93 | |
| CHCL2026.04 | 0.93 | |
| FC-GSSL2026.04 | 1.001 | |
| GraphPAE2026.04 | 1.015 | |
| GAT2025.11 | 1.02 | |
| GraphSAGE2025.11 | 1.05 | |
| GraphMAE2026.04 | 1.05 | |
| GMoE-GCN2025.11 | 1.09 | |
| GCN2025.11 | 1.11 | |
| DA-MoE2025.11 | 1.13 | |
| CI-GCL2026.04 | 1.13 | |
| GIN2025.11 | 1.17 | |
| ALL-IN-SPECIALIZEDTraining Scope=Trained per dataset, Node Properties=Standard2026.05 | 1.19 | |
| GCL-SPAN2026.04 | 1.22 | |
| AD-GCL2026.04 | 1.22 | |
| ALL-IN-SPECIALIZEDTraining Scope=Trained per dataset, Node Properties=0 props2026.05 | 1.22 | |
| GraphMAE22026.04 | 1.225 | |
| Sp2GCL2026.04 | 1.235 | |
| AUG-MAE2026.04 | 1.248 | |
| GraphCL2026.04 | 1.27 | |
| GraphCL2026.04 | 1.272 | |
| ALL-INTraining Scope=Trained on all datasets, Node Properties=0 props2026.05 | 1.28 | |
| JOAO2026.04 | 1.285 | |
| JOAO2026.04 | 1.29 | |
| ALL-INTraining Scope=Trained on all datasets, Node Properties=Standard2026.05 | 1.29 | |
| InfoGraph2026.04 | 1.34 | |
| InfoGraph2026.04 | 1.344 | |
| MVGRL2026.04 | 1.433 | |
| StructMAE2026.04 | 1.499 |