Graph Regression on ZINC-FULL (250k graphs) v1 (test)
0.022MAECIN
Evaluation results
| Method | Links | |
|---|---|---|
| CINConfig=All methods2021.06 | 0.022 | |
| CINdomain-specific information=true2022.02 | 0.022 | |
| CIN# Params=~100k2023.10 | 0.022 | |
| SSWL+# Params=387k2023.10 | 0.022 | |
| I2GNN2023.10 | 0.023 | |
| MAG-GNN-PRE# Params=496k2023.10 | 0.023 | |
| SignNetdomain-agnostic=true2022.02 | 0.024 | |
| NGNN# Params=~500k2023.10 | 0.029 | |
| MAG-GNN# Params=496k2023.10 | 0.03 | |
| HIMPConfig=All methods2021.06 | 0.036 | |
| HIMPdomain-specific information=true2022.02 | 0.036 | |
| CIN-smallParameter Budget=100k2021.06 | 0.044 | |
| CIN-smalldomain-specific information=true2022.02 | 0.044 | |
| RNM# Params=453k2023.10 | 0.062 | |
| GINConfig=All methods2021.06 | 0.088 | |
| GIN2023.10 | 0.088 |