2-WL-GNN + Rank Regression

Reported on 4 benchmarks across 1 task · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Graphs4 results

Graph Rankingonogbg-molfreesolv
Kendall's Tau· 2021-04-18
0.524
best: 0.527 (2-WL-GNN + CmpNN)
Ranking Structured Objects with Graph Neural Networks arXiv:2104.08869
Graph RankingonZINC
Kendall's Tau· 2021-04-18
0.81
best: 0.894 (2-WL-GNN + DirectRanker)
Ranking Structured Objects with Graph Neural Networks arXiv:2104.08869
Graph Rankingonogbg-molesol
Kendall's Tau· 2021-04-18
0.72
best: 0.747 (2-WL-GNN + Utility Regression)
Ranking Structured Objects with Graph Neural Networks arXiv:2104.08869
Graph Rankingonogbg-mollipo
Kendall's Tau· 2021-04-18
0.332
best: 0.505 (2-WL-GNN + DirectRanker)
Ranking Structured Objects with Graph Neural Networks arXiv:2104.08869