Graph Ranking
Papers
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Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | 2-WL-GNN + Utility Regression | Kendall's Tau | 0.75 | — | Unverified |
| 2 | 2-WL-GNN + DirectRanker | Kendall's Tau | 0.75 | — | Unverified |
| 3 | 2-WL-GNN + Rank Regression | Kendall's Tau | 0.72 | — | Unverified |
| 4 | 2-WL-GNN + CmpNN | Kendall's Tau | 0.72 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | 2-WL-GNN + CmpNN | Kendall's Tau | 0.53 | — | Unverified |
| 2 | 2-WL-GNN + DirectRanker | Kendall's Tau | 0.53 | — | Unverified |
| 3 | 2-WL-GNN + Rank Regression | Kendall's Tau | 0.52 | — | Unverified |
| 4 | 2-WL-GNN + Utility Regression | Kendall's Tau | 0.38 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | 2-WL-GNN + DirectRanker | Kendall's Tau | 0.51 | — | Unverified |
| 2 | 2-WL-GNN + CmpNN | Kendall's Tau | 0.5 | — | Unverified |
| 3 | 2-WL-GNN + Rank Regression | Kendall's Tau | 0.33 | — | Unverified |
| 4 | 2-WL-GNN + Utility Regression | Kendall's Tau | 0.32 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | 2-WL-GNN + DirectRanker | Kendall's Tau | 0.89 | — | Unverified |
| 2 | 2-WL-GNN + CmpNN | Kendall's Tau | 0.87 | — | Unverified |
| 3 | 2-WL-GNN + Rank Regression | Kendall's Tau | 0.81 | — | Unverified |
| 4 | 2-WL-GNN + Utility Regression | Kendall's Tau | 0.8 | — | Unverified |