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ResearchFormerly WizWand

Node Classification on Chameleon Heterophilous Dataset (train-val-test)

60.11AccuracyH2GCN
-1.9166414.1864330.289546.39257Mar 29, 2024Apr 16, 2024May 4, 2024May 22, 2024Jun 9, 2024Jun 27, 2024Jul 16, 2024
Updated 8mo ago

Evaluation results

MethodLinks
H2GCN2024.0760.11
GraphFM-NFTFinetuning Strategy=Node decoder finetuning2024.0759.12
GraphFM-MFTFinetuning Strategy=MLP-only finetuning2024.0758.64
NAGHyperparameter Tuning=Extensive2024.0757.39
MLP2024.0746.21
SANHyperparameter Tuning=Extensive2024.0744.32
GCN2024.0738.44
GAT2024.0738.44
GREAD-BS2024.030.714
GGCN2024.030.711
GloGNN2024.030.698
LINKX2024.030.684
ACM-GCN2024.030.669
H2GCN2024.030.601
Geom-GCN2024.030.6
GRADE-GAT2024.030.551
ACMP-GCN2024.030.547
GRAND-l2024.030.521
GDE2024.030.478
CGNN2024.030.469