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ResearchFormerly WizWand

Node Classification on ACM (20% train)

92.67Micro-F1HAN
53.524463.687273.8584.0128Nov 19, 2019Sep 7, 2020Jun 27, 2021Apr 16, 2022Feb 3, 2023Nov 23, 2023Sep 12, 2024
Updated 6mo ago

Evaluation results

MethodLinks
HANAvailable data=X, A, Y (Features, Adjacency, Labels)2019.1192.6792.68
GCNAvailable data=X, A, Y (Features, Adjacency, Labels)2019.1192.592.48
HGNN-AR22024.0992.3692.42
HDGI-CAvailable data=X, A (Features, Adjacency)2019.1192.2792.32
GATAvailable data=X, A, Y (Features, Adjacency, Labels)2019.1191.7891.72
HDGI-AAvailable data=X, A (Features, Adjacency)2019.1191.7891.7
AMOGCN2024.0991.3991.72
DGIAvailable data=X, A (Features, Adjacency)2019.1191.0491.04
HMGE2024.0990.6690.8
MHGCN2024.0989.1988.96
MGDCR2024.0988.8789.03
HGATE2024.0988.788.73
DW+FAvailable data=X, A (Features, Adjacency)2019.1187.8587.89
SSDCM2024.0987.6587.72
MRGCN2024.0987.5287.64
RawAvailable data=X (Initial features)2019.1185.985.85
M2VAvailable data=A (Adjacency matrix)2019.1161.2561.58
RGCNAvailable data=X, A, Y (Features, Adjacency, Labels)2019.1157.6658.01
DWAvailable data=A (Adjacency matrix)2019.1155.0355.82