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ResearchFormerly WizWand

Node Classification on Cora (Fixed)

88.05AccuracyFAGCN
42.60254.40166.277.999Sep 26, 2018Dec 26, 2019Mar 27, 2021Jun 27, 2022Sep 27, 2023Dec 27, 2024Mar 29, 2026
Updated 7mo ago

Evaluation results

MethodLinks
FAGCN2021.0988.05
ACMII-GCN2021.0988.01
GPRGNN2021.0987.95
ACM-GCN2021.0987.91
H2GCN2021.0987.87
ACM-SGC-2order=22021.0987.69
ACMII-Snowball-2layers=22021.0987.57
ACM-Snowball-2layers=22021.0987.42
ACMII-Snowball-3layers=32021.0987.16
ACM-Snowball-3layers=32021.0987.1
ACM-SGC-1order=12021.0986.9
GCNII*Layers of neighborhoods=0-642021.0885.57
TDGNN-sLayers of neighborhoods=0-42021.0885.35
Geom-GCN*2021.0985.35
GAThidden dimension=128, number of heads=22026.0385
CaCoSEhidden dimension=128, number of heads=22026.0385
DAGNNLayers of neighborhoods=0-102021.0884.88
TDGNN-wLayers of neighborhoods=0-42021.0884.42
GCNhidden dimension=128, number of heads=22026.0384.24
GTRhidden dimension=128, number of heads=22026.0384.07
SDRFhidden dimension=128, number of heads=22026.0384.04
BORFhidden dimension=128, number of heads=22026.0383.68
FOSRhidden dimension=128, number of heads=22026.0383.66
SAGEhidden dimension=128, number of heads=22026.0383.6
SEGCN2018.0983.5
APPNPLayers of neighborhoods=0-102021.0883.34
GATLayers of neighborhoods=0-22021.0883.1
GAT2018.0983
GOKUhidden dimension=128, number of heads=22026.0382.66
SGCLayers of neighborhoods=0-22021.0882.63
GPNN2018.0981.8
N-GCN2018.0981.8
MoNet2018.0981.7
FeaStNet2018.0981.6
GCN2018.0981.5
GCNLayers of neighborhoods=0-22021.0881.5
GCN*implementation=own implementation2018.0980.4
F-GCN2018.0979
Bootstrap2018.0978.4
DCNN2018.0976.8
Graph-CNN2018.0976.3
LASERhidden dimension=128, number of heads=22026.0375.77
Planetoid2018.0975.7
node2vec2018.0974.9
LRGBhidden dimension=128, number of heads=22026.0371.02
DeepWalk2018.0967.2
DRhidden dimension=128, number of heads=22026.0344.35