ML Research Wiki / Benchmarks / Graph Ranking / ZINC

ZINC

Graph Ranking Benchmark

Performance Over Time

📊 Showing 4 results | 📏 Metric: Kendall's Tau

Top Performing Models

Rank Model Paper Kendall's Tau Date Code
1 2-WL-GNN + DirectRanker Ranking Structured Objects with Graph Neural Networks 0.89 2021-04-18 📦 Cortys/rankgnn
2 2-WL-GNN + CmpNN Ranking Structured Objects with Graph Neural Networks 0.87 2021-04-18 📦 Cortys/rankgnn
3 2-WL-GNN + Rank Regression Ranking Structured Objects with Graph Neural Networks 0.81 2021-04-18 📦 Cortys/rankgnn
4 2-WL-GNN + Utility Regression Ranking Structured Objects with Graph Neural Networks 0.80 2021-04-18 📦 Cortys/rankgnn

All Papers (4)