SOTAVerified

Link Sign Prediction

Papers

Showing 110 of 21 papers

TitleStatusHype
Self-Explainable Graph Transformer for Link Sign PredictionCode1
SSSNET: Semi-Supervised Signed Network ClusteringCode1
Signed Bipartite Graph Neural NetworksCode1
Learning Opinion Dynamics From Social TracesCode1
Signed Graph Attention NetworksCode1
KAN KAN Buff Signed Graph Neural Networks?0
Effective and Lightweight Representation Learning for Link Sign Prediction in Signed Bipartite Graphs0
Graph Spring Neural ODEs for Link Sign Prediction0
CSGDN: Contrastive Signed Graph Diffusion Network for Predicting Crop Gene-phenotype AssociationsCode0
DropEdge not Foolproof: Effective Augmentation Method for Signed Graph Neural Networks0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SiGATAUC0.89Unverified
2SGCN-2AUC0.8Unverified
#ModelMetricClaimedVerifiedStatus
1SiGATAUC0.93Unverified
2SGCN-2AUC0.86Unverified
#ModelMetricClaimedVerifiedStatus
1SiGATAUC0.89Unverified
2SGCN-2AUC0.8Unverified