Knowledge Graph Completion on ogbl-biokg (test)
0.8317MRRNBFNet
Evaluation results
| Method | Links | |
|---|---|---|
| NBFNetClass=GNNs, #Params=734,2092021.06 | 0.8317 | |
| AutoBLM+# params=94M2021.07 | 0.831 | |
| AutoSFClass=Embeddings, #Params=93,824,0002021.06 | 0.8309 | |
| AutoBLM# params=188M2021.07 | 0.828 | |
| PairREClass=Embeddings, #Params=187,750,0002021.06 | 0.8164 | |
| PairE# params=188M2021.07 | 0.816 | |
| ComplEx# params=188M2021.07 | 0.81 | |
| ComplExClass=Embeddings, #Params=187,648,0002021.06 | 0.8095 | |
| DistMultClass=Embeddings, #Params=187,648,0002021.06 | 0.8043 | |
| DistMult# params=188M2021.07 | 0.804 | |
| RotatE# params=188M2021.07 | 0.799 | |
| RotatEClass=Embeddings, #Params=187,597,0002021.06 | 0.7989 | |
| TransEClass=Embeddings, #Params=187,648,0002021.06 | 0.7452 | |
| TransE# params=188M2021.07 | 0.745 |