Graph Property Prediction on ZINC v1 (test)
0.07MAESSWL+
Evaluation results
| Method | Links | |
|---|---|---|
| SSWL+# Params=387k2023.10 | 0.07 | |
| CIN# Params=~100k2023.10 | 0.079 | |
| GNNAK+# Params=~500k2023.10 | 0.08 | |
| SUN# Params=526k2023.10 | 0.083 | |
| I2GNN2023.10 | 0.083 | |
| KPGNN# Params=489k2023.10 | 0.093 | |
| MAG-GNN-PRE# Params=496k2023.10 | 0.096 | |
| MAG-GNN# Params=496k2023.10 | 0.106 | |
| NGNN# Params=~500k2023.10 | 0.111 | |
| GSN2023.10 | 0.115 | |
| PF-GNN2023.10 | 0.122 | |
| RNM# Params=453k2023.10 | 0.128 | |
| k-OSAN2023.10 | 0.155 | |
| GIN2023.10 | 0.163 | |
| PNA2023.10 | 0.188 |