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ResearchFormerly WizWand

Node Classification on twitch-gamers (test)

66.34AccuracyGloGNN
59.226461.073262.9264.7668Oct 27, 2021Apr 3, 2022Sep 8, 2022Feb 14, 2023Jul 22, 2023Dec 27, 2023Jun 3, 2024
Updated 8mo ago

Evaluation results

MethodLinks
GloGNNAverage Rank=6.332022.1066.34
INGNNAverage Rank=1.782022.1066.07
LINKXAverage Rank=7.562022.1066.06
LINKX2024.0666.06
att-Node-level NLSFstype=Node-level2024.0665.97
LINKXsampling_strategy=i.i.d. node minibatching2021.1065.84
MIXHOPAverage Rank=6.442022.1065.65
OptBasisGNN2024.0665.17
ChebNetII2024.0665.03
LINK2024.0664.85
AdaGNNAverage Rank=5.332022.1064.64
LINKsampling_strategy=i.i.d. node minibatching2021.1064.38
BernNet2024.0664.27
MixHopsampling_strategy=Cluster-GCN2021.1062.95
GPRGNN2024.0662.59
BernNetAverage Rank=8.442022.1062.37
GATAverage Rank=7.672022.1062.32
ChebNet2024.0662.31
GCNAverage Rank=7.782022.1062.18
GCN2024.0662.18
GPR-GNNAverage Rank=5.782022.1062
ACM-GCNAverage Rank=7.332022.1061.48
GCNJKsampling_strategy=Cluster-GCN2021.1061.15
MLPsampling_strategy=i.i.d. node minibatching2021.1061.01
MLPAverage Rank=12.222022.1060.92
MixHopsampling_strategy=GraphSAINT-RW2021.1060.39
DAGNNAverage Rank=6.782022.1060.36
GCNJKsampling_strategy=GraphSAINT-RW2021.1059.82
MixHopsampling_strategy=GraphSAINT-Node2021.1059.58
GCNJKsampling_strategy=GraphSAINT-Node2021.1059.5