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ResearchFormerly WizWand

Link Prediction on Pubmed (accuracy)

97.89AccuracyBES
71.255678.170385.08591.9997Oct 29, 2023Apr 6, 2024Sep 14, 2024Feb 21, 2025Aug 1, 2025Jan 8, 2026Jun 18, 2026
Updated 4mo ago

Evaluation results

MethodLinks
BES2026.0697.89
MotifRGC-GATBackbone=GAT2026.0697.64
MotifRGC-SAGEBackbone=GraphSAGE2026.0697.51
IGCL2026.0696.88
KCoTEvaluation Protocol=TASK EXPERT2026.0595.97
H2GCN2026.0695.73
SGNN2026.0694.6
GraphECL2026.0694.13
GCN2026.0693.7
MotifRGC-GCNBackbone=GCN2026.0693.5
KCoTEvaluation Protocol=CLASSIFICATION EXPERT2026.0593.4
LLAGA-NDEvaluation Protocol=TASK EXPERT2026.0593.27
KCoTEvaluation Protocol=SINGLE FOCUS2026.0593.08
LLAGA-NDEvaluation Protocol=CLASSIFICATION EXPERT2026.0592.36
LLAGA-NDEvaluation Protocol=SINGLE FOCUS2026.0591.41
HGCN2023.1091.4
GCNEvaluation Protocol=SINGLE FOCUS2026.0590.91
HAT2023.1090.8
GraphSAGEEvaluation Protocol=SINGLE FOCUS2026.0590.64
SAGNEvaluation Protocol=SINGLE FOCUS2026.0590.48
H-GRAMSetup=Single Graph, Shared Labels (SG, SL)2023.1089.6
SSGC2026.0689.26
LLAGA-HOEvaluation Protocol=SINGLE FOCUS2026.0589.18
GAT2026.0689.07
LLAGA-HOEvaluation Protocol=TASK EXPERT2026.0588.88
LLAGA-HOEvaluation Protocol=CLASSIFICATION EXPERT2026.0588.64
GraphSAGE2026.0688.3
GATv22026.0688.07
Cheb2026.0687.34
SGC2026.0686.94
MPNN-GCNBackbone=GCN2026.0686.73
KGNN2026.0685.81
MPNN-GATBackbone=GAT2026.0685.64
NodeImport-GCNBackbone=GCN2026.0685.14
HMLP2023.1084.8
NodeImport-GATBackbone=GAT2026.0684.65
GATEvaluation Protocol=SINGLE FOCUS2026.0583.96
SGCEvaluation Protocol=SINGLE FOCUS2026.0583.6
GraphGPTEvaluation Protocol=TASK EXPERT2026.0583.4
GraphGPTEvaluation Protocol=SINGLE FOCUS2026.0582.5
GraphGPTEvaluation Protocol=CLASSIFICATION EXPERT2026.0582.46
GCNEvaluation Protocol=TASK EXPERT2026.0581.01
NodeFormerEvaluation Protocol=TASK EXPERT2026.0580.4
MPNN-SAGEBackbone=GraphSAGE2026.0679.55
Vicuna-7BEvaluation Protocol=TASK EXPERT2026.0579.43
NodeImport-SAGEBackbone=GraphSAGE2026.0678.39
NodeFormerEvaluation Protocol=CLASSIFICATION EXPERT2026.0578.22
Vicuna-7BEvaluation Protocol=CLASSIFICATION EXPERT2026.0578.09
NodeFormerEvaluation Protocol=SINGLE FOCUS2026.0577.69
GATEvaluation Protocol=TASK EXPERT2026.0576.85
GraphSAGEEvaluation Protocol=TASK EXPERT2026.0576.14
GraphSAGEEvaluation Protocol=CLASSIFICATION EXPERT2026.0575.36
GATEvaluation Protocol=CLASSIFICATION EXPERT2026.0575
Vicuna-7BEvaluation Protocol=SINGLE FOCUS2026.0573.25
GCNEvaluation Protocol=CLASSIFICATION EXPERT2026.0572.28