Link Prediction on Freebase E = 10 (test)
0.678MRRGRASH
Evaluation Results
| Method | Links | |
|---|---|---|
| GRASHVariant Model=ComplEx, Reduction Variant=Comb., Dim=5122022.07 | 0.678 | |
| GRASHVariant Model=RotatE, Reduction Variant=Comb., Dim=5122022.07 | 0.615 | |
| GRASHVariant Model=RotatE, Reduction Variant=Graph, Dim=1282022.07 | 0.613 | |
| GRASHVariant Model=RotatE, Reduction Variant=Comb., Dim=1282022.07 | 0.613 | |
| ComplExDim=400, Epochs=102022.07 | 0.612 | |
| GRASHVariant Model=ComplEx, Reduction Variant=Graph, Dim=1282022.07 | 0.594 | |
| GRASHVariant Model=ComplEx, Reduction Variant=Comb., Dim=1282022.07 | 0.594 | |
| GRASHVariant Model=ComplEx, Reduction Variant=Epoch, Dim=1282022.07 | 0.572 | |
| RotatEDim=128, Epochs=102022.07 | 0.567 | |
| GRASHVariant Model=RotatE, Reduction Variant=Epoch, Dim=1282022.07 | 0.561 | |
| GRASHVariant Model=TransE, Reduction Variant=Comb., Dim=5122022.07 | 0.559 | |
| GRASHVariant Model=TransE, Reduction Variant=Graph, Dim=1282022.07 | 0.553 | |
| GRASHVariant Model=TransE, Reduction Variant=Comb., Dim=1282022.07 | 0.553 | |
| GRASHVariant Model=TransE, Reduction Variant=Epoch, Dim=1282022.07 | 0.261 |