Node Classification on Citeseer (F1 and BACC) benchmark leaderboard · SOTA2 Research

Node Classification on Citeseer (F1 and BACC)

63.39F1 ScoreGCB

Evaluation Results

Method	Links
GCB2026.04		63.39	63.76
GCB2026.04		63.2	63.52
GCB2026.04		63.14	63.47
GCB2026.04		63.02	63.38
DIR-GNN2026.04		62.54	65.12
DIR-GNN2026.04		62.32	64.97
DIR-GNN2026.04		62.03	64.6
DIR-GNN2026.04		61.84	64.42
SEGNN2026.04		60.23	63.1
SEGNN2026.04		60.06	62.95
SEGNN2026.04		59.94	62.98
SEGNN2026.04		59.55	62.66
GIB2026.04		58.99	61.91
VGIB2026.04		54.25	56.74
VGIB2026.04		53.9	57.17
GIB2026.04		52.91	57.5
VGIB2026.04		52.91	55.81
VGIB2026.04		52.05	55.8
GCN2026.04		47.16	58.67
GCN2026.04		46.96	58.48
GAT2026.04		46.58	60.72
GCN2026.04		46.43	58.4
GCN2026.04		46.07	56.61
GIB2026.04		45.6	50.91
GAT2026.04		44.69	58.83
MLP2026.04		44.65	58.45
GAT2026.04		43.79	58.11
GAT2026.04		43.59	57.78
SAGE2026.04		42.45	57.74
MLP2026.04		42.01	57.97
MLP2026.04		41.94	57.38
SAGE2026.04		40.6	56.65
GIB2026.04		40.56	46.87
GT2026.04		39.8	55.3
MLP2026.04		38.16	53.71
GT2026.04		32.63	51.08
SAGE2026.04		32.53	50.5
GT2026.04		31.04	49.44
SAGE2026.04		29.81	49.99
GT2026.04		27.14	46.19