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ResearchFormerly WizWand

Node Classification on OAG-CS H2GB (test)

15.71AccuracyTemp_gated_v2
12.028412.984213.9414.8958May 28, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Temp_gated_v2backbone=GATv2, mechanism=Temperature + Gating2026.0515.71
Gated_v2backbone=GATv2, mechanism=Gated2026.0515.59
Gatedbackbone=GAT, mechanism=Gated2026.0515.58
Temp_gatedbackbone=GAT, mechanism=Temperature + Gating2026.0515.58
GATv2backbone=GATv22026.0515.36
Temp_only_v2backbone=GATv2, mechanism=Learnable Temperature2026.0515.24
GATbackbone=GAT2026.0515.17
Temp_onlybackbone=GAT, mechanism=Learnable Temperature2026.0514.88
Gated_temp_v2backbone=GATv2, mechanism=Gating + Temperature2026.0514.79
Gated_tempbackbone=GAT, mechanism=Gating + Temperature2026.0514.3
GCNbackbone=GCN2026.0512.17