SOTAVerified

Graph Ranking

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–18 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 Models—0
Graph Ranking Contrastive Learning: A Extremely Simple yet Efficient Method—0
ToDD: Topological Compound Fingerprinting in Computer-Aided Drug Discovery—0
GUSUM: Graph-based Unsupervised Summarization Using Sentence Features Scoring and Sentence-BERTCode0
A Method of Query Graph Reranking for Knowledge Base Question Answering—0
GUSUM: Graph-Based Unsupervised Summarization using Sentence-BERT and Sentence Features—0
Ranking Structured Objects with Graph Neural NetworksCode0
Addressing Time Bias in Bipartite Graph Ranking for Important Node Identification—0
Learning to Rank Query Graphs for Complex Question Answering over Knowledge GraphsCode0
Temporal Coherent and Graph Optimized Manifold Ranking for Visual Tracking—0
Graph Centrality Measures for Boosting Popularity-Based Entity Linking—0
SCIR-QA at SemEval-2017 Task 3: CNN Model Based on Similar and Dissimilar Information between Keywords for Question Similarity—0
A Graph Framework for Multimodal Medical Information Processing—0
Query-focused Multi-Document Summarization: Combining a Topic Model with Graph-based Semi-supervised Learning—0
Collective Named Entity Disambiguation using Graph Ranking and Clique Partitioning Approaches—0
Graph Ranking for Collective Named Entity Disambiguation—0
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All datasetsogbg-molesologbg-molfreesolvogbg-mollipoZINC

Benchmark Results

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