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ResearchFormerly WizWand

Node Classification on Gene-Dis.

87.8AccuracyHNHN
34.34448.22262.175.978May 13, 2026
Updated 5mo ago

Evaluation results

MethodLinks
HNHN2026.0587.8
HNHNArchitecture Tier=Native Tier (set-function / message passing), Hidden dimension=64, Training Recipe=shared ANCS recipe2026.0587.8
AllDeepSets2026.0586.1
AllDeepSetsArchitecture Tier=Native Tier (set-function / message passing), Hidden dimension=64, Training Recipe=shared ANCS recipe2026.0586.1
DENSNET-D2026.0586
DENSNET-DArchitecture Tier=Density-Aware Tier (ours), Hidden dimension=128, Training Recipe=shared ANCS recipe2026.0586
HGNN2026.0585.7
HGNNArchitecture Tier=CE Tier (clique expansion), Hidden dimension=64, Training Recipe=shared ANCS recipe2026.0585.7
UniGNN2026.0585.4
UniGNNArchitecture Tier=Native Tier (set-function / message passing), Hidden dimension=64, Training Recipe=shared ANCS recipe2026.0585.4
HyperGCN2026.0581.3
HyperGCNArchitecture Tier=CE Tier (clique expansion), Hidden dimension=64, Training Recipe=shared ANCS recipe2026.0581.3
MLP2026.0536.4
MLPArchitecture Tier=Feature-only reference, Hidden dimension=64, Training Recipe=shared ANCS recipe2026.0536.4