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Node Classification on Coauthor CS (semi-supervised inductive)

93.74AccuracyCAT-I-MF
85.981687.995890.0192.0242Feb 5, 2021Feb 26, 2021Mar 20, 2021Apr 11, 2021May 3, 2021May 25, 2021Jun 16, 2021
Updated 8mo ago

Evaluation results

MethodLinks
CAT-I-MFlearning_setup=semi-supervised2021.0293.74
CAT-I-SClearning_setup=semi-supervised2021.0293.7
SGClearning_setup=semi-supervised2021.0293.6
CAT-E-MFlearning_setup=semi-supervised2021.0293.4
CAT-E-SClearning_setup=semi-supervised2021.0293.3
GAT-NetMFlearning_setup=semi-supervised2021.0293.16
GCN2MLPMessage aggregation from adjacent nodes in evaluation phase=false2021.0693.13
GraphSAGElearning_setup=semi-supervised2021.0293.06
GINlearning_setup=semi-supervised2021.0293.03
GAT-Deeplearning_setup=semi-supervised2021.0292.93
GATlearning_setup=semi-supervised2021.0292.8
GAT-k-Laplearning_setup=semi-supervised2021.0292.7
CoLinkDistMessage aggregation from adjacent nodes in evaluation phase=true2021.0692.2
MoNetlearning_setup=semi-supervised2021.0291.96
LinkDistMessage aggregation from adjacent nodes in evaluation phase=true2021.0691.64
GCNlearning_setup=semi-supervised2021.0291.54
CoLinkDistMLPMessage aggregation from adjacent nodes in evaluation phase=false2021.0690.16
MLPMessage aggregation from adjacent nodes in evaluation phase=false2021.0690.11
JKNetlearning_setup=semi-supervised2021.0289.62
LinkDistMLPMessage aggregation from adjacent nodes in evaluation phase=false2021.0689.2
APPNPlearning_setup=semi-supervised2021.0289.16
GCNMessage aggregation from adjacent nodes in evaluation phase=true2021.0688.21
ARMAlearning_setup=semi-supervised2021.0286.28