Node Classification on Cora (10 different splits)

88.83Accuracy

FAGCN

Updated 4d ago

Evaluation Results

Method	Links
FAGCN 2022.05		88.83
GREAD-BS 2022.11		88.57
GREAD-ST 2022.11		88.47
GREAD-F 2022.11		88.39
GCNII 2022.11		88.37
GCNII 2025.12		88.37
GPRGNN 2022.05		88.34
GloGNN 2022.11		88.31
GREAD-Z 2022.11		88.31
GREAD-AC 2022.11		88.29
GAT 2022.05		88.21
BLEND 2022.11		88.09
GREAD-FB 2022.11		88.03
GREAD-FB* 2022.11		88.01
GGCN 2022.11		87.95
GCNII 2022.05		87.91
ACM-GCN 2022.11		87.91
H2GCN 2022.11		87.87
GRAFF 2022.11		87.61
H2GCN 2022.05		87.59
GRAND 2022.11		87.36
EvenNet 2022.05		87.25
GCN 2022.05		87.19
MLP 2025.12		87.16
CGNN 2022.11		87.1
GCN 2025.12		86.98
Sheaf 2022.11		86.9
GraphSAGE 2025.12		86.9
Geom-GCN 2022.11		85.35
Geom-GCN 2025.12		85.35
LINKX 2022.11		84.64
LINKX 2025.12		84.64
Ours (validation-gated hybrid) 2025.12		84.36
ASGC 2025.12		77.52
MLP 2022.05		74.88