Rethinking Kernel Methods for Node Representation Learning on Graphs

Benchmark Model Rank Results
link-prediction-on-citeseerNode Feature Agg + Similarity Metric#11AUC: 90.9%AP: 91.8%
link-prediction-on-coraBANE#9AUC: 93.50%AP: 93.2%
link-prediction-on-pubmedNode Feature Agg + Similarity Metric#10AUC: 94.5%AP: 94.2%