| graph-ranking-on-ogbg-molesol | 2-WL-GNN + CmpNN | #1 | Kendall's Tau: 0.718 |
| graph-ranking-on-ogbg-molesol | 2-WL-GNN + Rank Regression | #2 | Kendall's Tau: 0.720 |
| graph-ranking-on-ogbg-molesol | 2-WL-GNN + DirectRanker | #3 | Kendall's Tau: 0.745 |
| graph-ranking-on-ogbg-molesol | 2-WL-GNN + Utility Regression | #4 | Kendall's Tau: 0.747 |
| graph-ranking-on-ogbg-molfreesolv | 2-WL-GNN + Utility Regression | #1 | Kendall's Tau: 0.379 |
| graph-ranking-on-ogbg-molfreesolv | 2-WL-GNN + Rank Regression | #2 | Kendall's Tau: 0.524 |
| graph-ranking-on-ogbg-molfreesolv | 2-WL-GNN + DirectRanker | #3 | Kendall's Tau: 0.525 |
| graph-ranking-on-ogbg-molfreesolv | 2-WL-GNN + CmpNN | #4 | Kendall's Tau: 0.527 |
| graph-ranking-on-ogbg-mollipo | 2-WL-GNN + Utility Regression | #1 | Kendall's Tau: 0.318 |
| graph-ranking-on-ogbg-mollipo | 2-WL-GNN + Rank Regression | #2 | Kendall's Tau: 0.332 |
| graph-ranking-on-ogbg-mollipo | 2-WL-GNN + CmpNN | #3 | Kendall's Tau: 0.503 |
| graph-ranking-on-ogbg-mollipo | 2-WL-GNN + DirectRanker | #4 | Kendall's Tau: 0.505 |
| graph-ranking-on-zinc | 2-WL-GNN + DirectRanker | #1 | Kendall's Tau: 0.894 |
| graph-ranking-on-zinc | 2-WL-GNN + CmpNN | #2 | Kendall's Tau: 0.873 |
| graph-ranking-on-zinc | 2-WL-GNN + Rank Regression | #3 | Kendall's Tau: 0.810 |
| graph-ranking-on-zinc | 2-WL-GNN + Utility Regression | #4 | Kendall's Tau: 0.803 |