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ResearchFormerly WizWand

Node Classification on Cornell full-supervised

91.96AccuracyBernNet
43.02855.731568.43581.1385Jul 4, 2020Nov 28, 2020Apr 25, 2021Sep 20, 2021Feb 14, 2022Jul 12, 2022Dec 7, 2022
Updated 8mo ago

Evaluation results

MethodLinks
BernNetLearning Setting=full-supervised2022.1291.96
NFGNNLearning Setting=full-supervised2022.1291.9
APPNPLearning Setting=full-supervised2022.1291.8
GPRGNNLearning Setting=full-supervised2022.1291.36
MLPLearning Setting=full-supervised2022.1291.36
FAGCNLearning Setting=full-supervised2022.1288.52
ChebNetLearning Setting=full-supervised2022.1285.33
GCNII*Setting=Full-supervised, Layers=162020.0776.49
GATLearning Setting=full-supervised2022.1276
GCNIISetting=Full-supervised, Layers=162020.0774.86
APPNPSetting=Full-supervised2020.0773.51
GCNLearning Setting=full-supervised2022.1266.72
Incep(Drop)Setting=Full-supervised, Layers=162020.0761.62
JKNet(Drop)Setting=Full-supervised, Layers=42020.0761.08
Geom-GCN-PSetting=Full-supervised2020.0760.81
JKNetSetting=Full-supervised, Layers=42020.0757.3
Geom-GCN-ISetting=Full-supervised2020.0756.76
Geom-GCN-SSetting=Full-supervised2020.0755.68
GATSetting=Full-supervised2020.0754.32
GCNSetting=Full-supervised2020.0752.7
LINKLearning Setting=full-supervised2022.1244.91