Table 2.

Link prediction benchmark comparison. The best results are in bold.a

ModelDimMRRH@1H@10H@50
Onto2Vec2000.0250.0070.0580.202
OPA2Vec2000.0780.0270.1760.446
EL Embeddings1000.0270.0030.0660.203
Box2EL2000.0360.0010.1010.290
OWL2Vec*2000.1420.0650.3010.566
GeOKG-H3000.2420.0740.4490.605
ModelDimMRRH@1H@10H@50
Onto2Vec2000.0250.0070.0580.202
OPA2Vec2000.0780.0270.1760.446
EL Embeddings1000.0270.0030.0660.203
Box2EL2000.0360.0010.1010.290
OWL2Vec*2000.1420.0650.3010.566
GeOKG-H3000.2420.0740.4490.605
a

For the previous models, we used the default dimensions reported in their respective publications.

Table 2.

Link prediction benchmark comparison. The best results are in bold.a

ModelDimMRRH@1H@10H@50
Onto2Vec2000.0250.0070.0580.202
OPA2Vec2000.0780.0270.1760.446
EL Embeddings1000.0270.0030.0660.203
Box2EL2000.0360.0010.1010.290
OWL2Vec*2000.1420.0650.3010.566
GeOKG-H3000.2420.0740.4490.605
ModelDimMRRH@1H@10H@50
Onto2Vec2000.0250.0070.0580.202
OPA2Vec2000.0780.0270.1760.446
EL Embeddings1000.0270.0030.0660.203
Box2EL2000.0360.0010.1010.290
OWL2Vec*2000.1420.0650.3010.566
GeOKG-H3000.2420.0740.4490.605
a

For the previous models, we used the default dimensions reported in their respective publications.

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