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

Node Classification on Reddit (F1, BACC)

56.29F1 ScoreGAT

Evaluation Results

Method	Links
GAT2026.04		56.29	56.3
GT2026.04		56.15	56.15
SEGNN2026.04		55.91	56.7
SEGNN2026.04		55.58	55.99
DIR-GNN2026.04		55.41	57.48
DIR-GNN2026.04		55.34	57.18
SAGE2026.04		55.33	55.33
GCB2026.04		55.06	55.11
GCB2026.04		55.05	55.1
GCB2026.04		54.93	54.98
GCB2026.04		54.91	54.95
DIR-GNN2026.04		54.68	56.99
DIR-GNN2026.04		54.64	57.12
SEGNN2026.04		54.56	55.35
GCN2026.04		54.49	54.64
SEGNN2026.04		53.53	54.59
MLP2026.04		53.34	53.39
GCB2026.04		44.77	55.75
GIB2026.04		41.45	51.65
GIB2026.04		40.23	52.11
GIB2026.04		38.84	51.49
GIB2026.04		38.57	51.7
VGIB2026.04		34.58	50.29
VGIB2026.04		33.92	50.16
VGIB2026.04		33.68	50.12
VGIB2026.04		33.09	50
GCN2026.04		18.17	50.51
MLP2026.04		18.09	51.09
GCN2026.04		17.35	49.91
GT2026.04		17.33	51.58
GAT2026.04		17.3	51.83
GCN2026.04		17.24	50.6
SAGE2026.04		17.1	50.99
GAT2026.04		17.03	51.28
SAGE2026.04		16.93	51.67
GT2026.04		16.8	51.26
SAGE2026.04		16.7	52.08
GT2026.04		16.19	50.84
MLP2026.04		16.19	51.58
MLP2026.04		16.08	50.69
SAGE2026.04		16	51.42
GCN2026.04		15.95	50.46
MLP2026.04		15.37	51.51
GAT2026.04		15.35	51.4
GAT2026.04		14.93	50.5
GT2026.04		14.35	51.02
DIR-GNN2026.04		8.46	50
GIB2026.04		8.46	49.98
VGIB2026.04		8.46	50