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ResearchFormerly WizWand

Node Classification on Cora HOMO. (test)

81.14Mean AccuracySheafHGNN
67.942471.368774.79578.2213Feb 16, 2026
Updated 8mo ago

Evaluation results

MethodLinks
SheafHGNNLearning Protocol=Supervised2026.0281.14
BHyGNNLearning Protocol=Supervised2026.0280.72
HyGCL-ADTLearning Protocol=Unsupervised2026.0280.52
BHyGNN+Learning Protocol=Unsupervised2026.0280.31
HypeBoyLearning Protocol=Unsupervised2026.0280.04
TriCLLearning Protocol=Unsupervised2026.0279.92
ED-HNNLearning Protocol=Supervised2026.0279.88
HGNNLearning Protocol=Supervised2026.0279.42
HyperGCLLearning Protocol=Unsupervised2026.0279.39
HCHALearning Protocol=Supervised2026.0279.23
AllSetLearning Protocol=Supervised2026.0278.3
UniGCNIILearning Protocol=Supervised2026.0278.2
BHyGNN+Learning Protocol=Unsupervised2026.0276.42
HypeBoyLearning Protocol=Unsupervised2026.0276.4
HyGCL-ADTLearning Protocol=Unsupervised2026.0276.35
UniGCNIILearning Protocol=Supervised2026.0276.25
TriCLLearning Protocol=Unsupervised2026.0276.21
SheafHGNNLearning Protocol=Supervised2026.0276.19
HGNNLearning Protocol=Supervised2026.0276.11
HCHALearning Protocol=Supervised2026.0275.97
BHyGNNLearning Protocol=Supervised2026.0275.87
ED-HNNLearning Protocol=Supervised2026.0275.78
HyperGCLLearning Protocol=Unsupervised2026.0275.27
HyperGCNLearning Protocol=Supervised2026.0275.12
AllSetLearning Protocol=Supervised2026.0274.26
HyperGCNLearning Protocol=Supervised2026.0273.89
HNHNLearning Protocol=Supervised2026.0272.12
HNHNLearning Protocol=Supervised2026.0271.52
MLPLearning Protocol=Supervised2026.0269.45
MLPLearning Protocol=Supervised2026.0268.45