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ResearchFormerly WizWand

Node Classification on ogbn-products standard (val)

93.89AccuracySCR-m
74.80679.760584.71589.6695Dec 8, 2021
Updated 8mo ago

Evaluation results

MethodLinks
SCR-mArch=SAGN, C&S=false, Node Features=GIANT-XRT2021.1293.89
SCR-mArch=SAGN, C&S=true, Node Features=GIANT-XRT2021.1293.87
SCRArch=SAGN, C&S=false, Node Features=GIANT-XRT2021.1293.64
SLEArch=SAGN, C&S=false, Node Features=GIANT-XRT2021.1293.63
SCRArch=SAGN, C&S=true, Node Features=GIANT-XRT2021.1293.57
SLEArch=SAGN, C&S=true, Node Features=GIANT-XRT2021.1293.52
SCRArch=GAMLP, C&S=false, Node Features=Standard2021.1293.3
RLUArch=GAMLP, C&S=false, Node Features=Standard2021.1293.24
SCR-mArch=GAMLP, C&S=false, Node Features=Standard2021.1293.19
GAMLPC&S=false, Node Features=Standard2021.1293.12
SAGNC&S=false, Node Features=Standard2021.1293.09
RLU+SCRArch=GAMLP, C&S=true, Node Features=Standard2021.1293.04
SIGNC&S=false, Node Features=Standard2021.1292.99
RLU+SCRArch=GAMLP, C&S=false, Node Features=Standard2021.1292.92
GraphSAGEC&S=false, Node Features=Standard2021.1292.24
GCNC&S=false, Node Features=Standard2021.1292
MLPC&S=true, Node Features=Standard2021.1291.47
MLPC&S=false, Node Features=Standard2021.1275.54