List your company
ResearchFormerly WizWand

Link Prediction on AIRPORT δ = 1 (test)

0.964ROC AUCHGCN
0.890160.909330.92850.94767Oct 28, 2019Nov 15, 2020Dec 5, 2021Dec 25, 2022Jan 13, 2024Feb 1, 2025Feb 21, 2026
Updated 8mo ago

Evaluation results

MethodLinks
HGCNMethod Category=Ours2019.100.964
BFC-LSpace=L^n_K, Methodology=Busemann2026.020.9537
BFC-PSpace=P^n_K, Methodology=Busemann2026.020.9488
HYPMethod Category=Shallow2019.100.945
Poincaré FCSpace=P^n_K, Methodology=Poincaré geometry2026.020.9431
MöbiusSpace=P^n_K, Methodology=Tangent2026.020.9331
HYP-MIXEDMethod Category=Shallow2019.100.933
Lorentz FCSpace=L^n_K, Methodology=Ambient Minkowski2026.020.9299
LTFCSpace=L^n_K, Methodology=Tangent2026.020.9268
EUCMethod Category=Shallow2019.100.92
EUC-MIXEDMethod Category=Shallow2019.100.915
HNNMethod Category=NN2019.100.908
GATMethod Category=GNN2019.100.905
SAGEMethod Category=GNN2019.100.904
MLPMethod Category=NN2019.100.898
SGCMethod Category=GNN2019.100.898
GCNMethod Category=GNN2019.100.893