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ResearchFormerly WizWand

Node Classification on Reddit OOD (test)

45.82F1 ScoreGCB
6.965617.052827.1437.2272Apr 13, 2026
Updated 6mo ago

Evaluation results

MethodLinks
GCBupsampling ratio (gamma)=3, setting=OOD2026.0445.8260.65
GCBUpsampling ratio=2, Setting=OOD2026.0443.7457.99
MLPUpsampling ratio=2, Setting=OOD2026.0417.0351.28
GCNUpsampling ratio=2, Setting=OOD2026.0416.6550.74
MLPupsampling ratio (gamma)=3, setting=OOD2026.0416.3751.37
GCNupsampling ratio (gamma)=3, setting=OOD2026.041649.23
SAGEUpsampling ratio=2, Setting=OOD2026.0415.9750.74
SAGEupsampling ratio (gamma)=3, setting=OOD2026.0414.3648.96
GTupsampling ratio (gamma)=3, setting=OOD2026.0414.1849.59
GATupsampling ratio (gamma)=3, setting=OOD2026.0413.8549.44
GTUpsampling ratio=2, Setting=OOD2026.0413.2250.14
GATUpsampling ratio=2, Setting=OOD2026.0413.0649.78
GIBUpsampling ratio=2, Setting=OOD2026.048.5349.99
GIBupsampling ratio (gamma)=3, setting=OOD2026.048.4850.01
DIR-GNNUpsampling ratio=2, Setting=OOD2026.048.4650
VGIBUpsampling ratio=2, Setting=OOD2026.048.4650
SEGNNUpsampling ratio=2, Setting=OOD2026.048.4650
DIR-GNNupsampling ratio (gamma)=3, setting=OOD2026.048.4650
VGIBupsampling ratio (gamma)=3, setting=OOD2026.048.4650
SEGNNupsampling ratio (gamma)=3, setting=OOD2026.048.4650