Node Classification on Cora (F1, BACC) benchmark leaderboard · SOTA2 Research

Node Classification on Cora (F1, BACC)

73.48F1 ScoreDIR-GNN

Evaluation Results

Method	Links
DIR-GNN2026.04		73.48	72.72
DIR-GNN2026.04		71.7	71.04
DIR-GNN2026.04		71.44	69.95
DIR-GNN2026.04		71.3	71.11
GCB2026.04		70.75	71.34
GCB2026.04		70.54	71.31
GCB2026.04		70.48	70.8
GCB2026.04		70.4	71.03
GCN2026.04		65.19	67.62
GAT2026.04		63.56	68.88
GCN2026.04		60.24	68.81
GCN2026.04		58.93	67.16
GIB2026.04		58.6	59.17
GAT2026.04		57.88	64.39
SEGNN2026.04		56.89	60.23
SEGNN2026.04		56.47	59.51
SEGNN2026.04		55.79	59.39
SEGNN2026.04		55.76	59.44
GIB2026.04		55.55	58.38
GAT2026.04		55.01	61.57
GAT2026.04		54.25	63.55
SAGE2026.04		53.45	57.21
GCN2026.04		52.19	61.01
GT2026.04		51.12	56.14
SAGE2026.04		50.26	57.82
MLP2026.04		49.3	59.94
SAGE2026.04		47.78	55.17
MLP2026.04		47.76	58.52
MLP2026.04		46.79	58.83
MLP2026.04		45.04	57.94
SAGE2026.04		44.04	50.19
GT2026.04		42.25	52.13
GT2026.04		40.32	46.77
GT2026.04		38.25	45.19
GIB2026.04		37.52	42.46
VGIB2026.04		34.11	38.47
GIB2026.04		25.59	31.8
VGIB2026.04		22.42	28.23
VGIB2026.04		21.17	26.65
VGIB2026.04		20.64	26.54