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ResearchFormerly WizWand

Node Classification on Citeseer HOMO. (test)

88.78Mean AccuracyGCNB
67.220872.817978.41584.0121May 27, 2025Jul 10, 2025Aug 23, 2025Oct 6, 2025Nov 19, 2025Jan 2, 2026Feb 16, 2026
Updated 5mo ago

Evaluation results

MethodLinks
GCNB2025.0588.78
TUNEUP2025.0588.35
DropEdge2025.0588.06
DropMessage2025.0588.06
GCN2025.0587.96
DropNode2025.0587.84
GraphPatcher2025.0587.38
MLP2025.0576.37
TriCLLearning Protocol=Unsupervised2026.0272.18
HyGCL-ADTLearning Protocol=Unsupervised2026.0271.03
HypeBoyLearning Protocol=Unsupervised2026.0270.98
BHyGNN+Learning Protocol=Unsupervised2026.0270.64
SheafHGNNLearning Protocol=Supervised2026.0270.57
UniGCNIILearning Protocol=Supervised2026.0270.21
HyperGCLLearning Protocol=Unsupervised2026.0270.21
BHyGNNLearning Protocol=Supervised2026.0270.12
ED-HNNLearning Protocol=Supervised2026.0269.82
AllSetLearning Protocol=Supervised2026.0269.71
HGNNLearning Protocol=Supervised2026.0269.32
HyperGCNLearning Protocol=Supervised2026.0269.13
HCHALearning Protocol=Supervised2026.0268.84
HNHNLearning Protocol=Supervised2026.0268.36
MLPLearning Protocol=Supervised2026.0268.05