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ResearchFormerly WizWand

Link Prediction on Freebase E = 10 (test)

0.678MRRGRASH
0.244320.356910.46950.58209Jul 11, 2022
Updated 8mo ago

Evaluation results

MethodLinks
GRASHVariant Model=ComplEx, Reduction Variant=Comb., Dim=5122022.070.678
GRASHVariant Model=RotatE, Reduction Variant=Comb., Dim=5122022.070.615
GRASHVariant Model=RotatE, Reduction Variant=Graph, Dim=1282022.070.613
GRASHVariant Model=RotatE, Reduction Variant=Comb., Dim=1282022.070.613
ComplExDim=400, Epochs=102022.070.612
GRASHVariant Model=ComplEx, Reduction Variant=Graph, Dim=1282022.070.594
GRASHVariant Model=ComplEx, Reduction Variant=Comb., Dim=1282022.070.594
GRASHVariant Model=ComplEx, Reduction Variant=Epoch, Dim=1282022.070.572
RotatEDim=128, Epochs=102022.070.567
GRASHVariant Model=RotatE, Reduction Variant=Epoch, Dim=1282022.070.561
GRASHVariant Model=TransE, Reduction Variant=Comb., Dim=5122022.070.559
GRASHVariant Model=TransE, Reduction Variant=Graph, Dim=1282022.070.553
GRASHVariant Model=TransE, Reduction Variant=Comb., Dim=1282022.070.553
GRASHVariant Model=TransE, Reduction Variant=Epoch, Dim=1282022.070.261