List your company
ResearchFormerly WizWand

Node Classification on OGBN-MAG H2GB (test)

51.99AccuracyTemp_only
42.016444.605747.19549.7843May 28, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Temp_onlybackbone=GAT, mechanism=Learnable Temperature2026.0551.99
GATv2backbone=GATv22026.0551.82
Temp_gatedbackbone=GAT, mechanism=Temperature + Gating2026.0551.66
Temp_gated_v2backbone=GATv2, mechanism=Temperature + Gating2026.0551.61
Gated_v2backbone=GATv2, mechanism=Gated2026.0551.59
Gatedbackbone=GAT, mechanism=Gated2026.0551.42
Temp_only_v2backbone=GATv2, mechanism=Learnable Temperature2026.0550.97
Gated_temp_v2backbone=GATv2, mechanism=Gating + Temperature2026.0550.96
Gated_tempbackbone=GAT, mechanism=Gating + Temperature2026.0550.27
GATbackbone=GAT2026.0550.12
GCNbackbone=GCN2026.0542.4