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ResearchFormerly WizWand

Node Classification on Chameleon full-supervised

72.52AccuracyNFGNN
26.406438.378250.3562.3218Jul 4, 2020Nov 28, 2020Apr 25, 2021Sep 20, 2021Feb 14, 2022Jul 12, 2022Dec 7, 2022
Updated 8mo ago

Evaluation results

MethodLinks
NFGNNLearning Setting=full-supervised2022.1272.52
LINKLearning Setting=full-supervised2022.1271.09
BMGCNLearning Setting=full-supervised2022.1269.69
BernNetLearning Setting=full-supervised2022.1268.73
GPRGNNLearning Setting=full-supervised2022.1267.48
GATLearning Setting=full-supervised2022.1263.9
GCNII*Setting=Full-supervised, Layers=82020.0762.48
JKNet(Drop)Setting=Full-supervised, Layers=322020.0762.08
Incep(Drop)Setting=Full-supervised, Layers=82020.0761.71
FAGCNLearning Setting=full-supervised2022.1261.59
GCNLearning Setting=full-supervised2022.1260.96
Geom-GCN-PSetting=Full-supervised2020.0760.9
GCNIISetting=Full-supervised, Layers=82020.0760.61
Geom-GCN-ISetting=Full-supervised2020.0760.31
JKNetSetting=Full-supervised, Layers=322020.0760.07
Geom-GCN-SSetting=Full-supervised2020.0759.96
ChebNetLearning Setting=full-supervised2022.1259.96
APPNPSetting=Full-supervised2020.0754.3
APPNPLearning Setting=full-supervised2022.1251.91
MLPLearning Setting=full-supervised2022.1246.72
GATSetting=Full-supervised2020.0742.93
GCNSetting=Full-supervised2020.0728.18