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Benchmarks
Paper-Field (L1) Classification on OAG
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0.615
NDCG
HGT+RTE+Heter
0.50372
0.53261
0.5615
0.59039
Mar 3, 2020
NDCG
MRR
Updated 4d ago
Evaluation Results
Method
Method
Links
NDCG
MRR
HGT+RTE+Heter
Relative Temporal Enco...
2020.03
0.615
0.702
HGT-RTE+Heter
Relative Temporal Enco...
2020.03
0.595
0.675
HGT+RTE-Heter
Relative Temporal Enco...
2020.03
0.578
0.657
HGT-RTE-Heter
Relative Temporal Enco...
2020.03
0.571
0.649
HAN
# of Parameters=9.45M,...
2020.03
0.544
0.622
HetGNN
# of Parameters=8.41M,...
2020.03
0.543
0.616
GAT
# of Parameters=1.69M,...
2020.03
0.534
0.61
RGCN
# of Parameters=8.80M,...
2020.03
0.511
0.565
GCN
# of Parameters=1.69M,...
2020.03
0.508
0.556
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