Node Classification on One-hot (test) benchmark leaderboard · SOTA2 Research

Node Classification on One-hot (test)

62.54AccuracySGC

Evaluation Results

Method	Links
SGC2025.12		62.54
RGVT2025.12		62.48
GCN2025.12		59.51
RGVT2025.12		58.85
JKNet2025.12		58.46
S^2GC2025.12		56.97
GATv22025.12		56.12
GCNII2025.12		56.11
GIN2025.12		55.31
UniMP2025.12		54.94
GAT2025.12		54.39
SAGE2025.12		51.84
GPRGNN2025.12		50.4
APPNP2025.12		49.29