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Node Classification on tolokers-2 GraphLand (test)

53.78AccuracyGAT
40.655244.062647.4750.8774Jan 27, 2026

Evaluation results

MethodLinks
GATruns=102026.0153.78
FAF*mean,stdruns=10, dropout=0.3, lr=0.0001, bn=1, hidden channels=512, weight decay=5e-05, local layers=3, mlp layers=52026.0152.74
GCNruns=102026.0151.32
FAF*meanruns=10, dropout=0.3, lr=0.0001, bn=1, hidden channels=512, weight decay=5e-05, local layers=3, mlp layers=52026.0150.72
ResMLP-NFAruns=102026.0148.14
ResMLPruns=102026.0141.16