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ResearchFormerly WizWand

Semi-supervised Node Classification on Citeseer

77.56AccuracyLPSL_APPNP
60.618465.016769.41573.8133Apr 27, 2022Jul 1, 2022Sep 5, 2022Nov 9, 2022Jan 14, 2023Mar 20, 2023May 25, 2023
Updated 8mo ago

Evaluation results

MethodLinks
LPSL_APPNPLabel Rate=60%2023.0577.56
APPNPLabel Rate=60%2023.0577.42
LPSL_GCNLabel Rate=60%2023.0577.18
GCNLabel Rate=60%2023.0576.88
SRGNNLabel Rate=60%2023.0574.57
GRADELabel Rate=60%2023.0574
GTCNhop=102022.0472.9
DAGNNhop=102022.0472.6
GTANhop=102022.0472.3
GCNhop=22022.0471.6
APPNPhop=102022.0471.6
LPSL_APPNPLabel Rate=202023.0571.25
GAThop=22022.0471.1
APPNPLabel Rate=202023.0570.85
LPSL_GCNLabel Rate=202023.0570.73
GCNLabel Rate=202023.0569.6
SRGNNLabel Rate=202023.0569.13
LPSL_APPNPLabel Rate=102023.0568.76
Tree-LSTMhop=22022.0468.6
SRGNNLabel Rate=102023.0567.83
LPSL_GCNLabel Rate=102023.0567.73
APPNPLabel Rate=102023.0567.57
GRADELabel Rate=202023.0567.5
GCNLabel Rate=102023.0566.28
LPSL_APPNPLabel Rate=52023.0565.7
LPSL_GCNLabel Rate=52023.0565.65
SRGNNLabel Rate=52023.0564.84
GRADELabel Rate=102023.0564.2
APPNPLabel Rate=52023.0563.92
GRADELabel Rate=52023.0563.03
GCNLabel Rate=52023.0561.27