SOTAVerified

Graph Ranking

Papers

Showing 110 of 18 papers

TitleStatusHype
Outlining and Filling: Hierarchical Query Graph Generation for Answering Complex Questions over Knowledge GraphsCode1
Personalized Ranking on Cascading Behavior Graphs for Accurate Multi-Behavior RecommendationCode0
Advanced Academic Team Worker Recommendation Models0
Graph Ranking Contrastive Learning: A Extremely Simple yet Efficient Method0
ToDD: Topological Compound Fingerprinting in Computer-Aided Drug Discovery0
GUSUM: Graph-based Unsupervised Summarization Using Sentence Features Scoring and Sentence-BERTCode0
A Method of Query Graph Reranking for Knowledge Base Question Answering0
GUSUM: Graph-Based Unsupervised Summarization using Sentence-BERT and Sentence Features0
Ranking Structured Objects with Graph Neural NetworksCode0
Addressing Time Bias in Bipartite Graph Ranking for Important Node Identification0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
12-WL-GNN + Utility RegressionKendall's Tau0.75Unverified
22-WL-GNN + DirectRankerKendall's Tau0.75Unverified
32-WL-GNN + Rank RegressionKendall's Tau0.72Unverified
42-WL-GNN + CmpNNKendall's Tau0.72Unverified
#ModelMetricClaimedVerifiedStatus
12-WL-GNN + CmpNNKendall's Tau0.53Unverified
22-WL-GNN + DirectRankerKendall's Tau0.53Unverified
32-WL-GNN + Rank RegressionKendall's Tau0.52Unverified
42-WL-GNN + Utility RegressionKendall's Tau0.38Unverified
#ModelMetricClaimedVerifiedStatus
12-WL-GNN + DirectRankerKendall's Tau0.51Unverified
22-WL-GNN + CmpNNKendall's Tau0.5Unverified
32-WL-GNN + Rank RegressionKendall's Tau0.33Unverified
42-WL-GNN + Utility RegressionKendall's Tau0.32Unverified
#ModelMetricClaimedVerifiedStatus
12-WL-GNN + DirectRankerKendall's Tau0.89Unverified
22-WL-GNN + CmpNNKendall's Tau0.87Unverified
32-WL-GNN + Rank RegressionKendall's Tau0.81Unverified
42-WL-GNN + Utility RegressionKendall's Tau0.8Unverified