Knowledge Graph Completion on ogbl-wikikg2 (test)
0.6992MRRTranS (large)
Evaluation Results
| Method | Links | |
|---|---|---|
| TranS (large)#Params=38.4M2022.04 | 0.6992 | |
| TransS + NodePiece#Params=19.2M, #Dims=2002022.04 | 0.6882 | |
| TripleREv3 + NodePiece#Params=36.4M, #Dims=2002022.04 | 0.6866 | |
| InterHT + NodePiece#Params=19.2M, #Dims=2002022.04 | 0.6779 | |
| TripleREv2 + NodePiece#Params=7.3M, #Dims=2002022.04 | 0.6582 | |
| ComplEx-RP#Params=250M, #Dims=502022.04 | 0.6392 | |
| TripleRE#Params=501M, #Dims=2002022.04 | 0.5794 | |
| AutoSF + NodePiece#Params=6.9M2022.04 | 0.5703 | |
| AutoBLM+# params=500M2021.07 | 0.546 | |
| AutoSF#Params=500M2022.04 | 0.5458 | |
| AutoBLM# params=500M2021.07 | 0.532 | |
| PairE# params=500M2021.07 | 0.521 | |
| PairRE#Params=500M, #Dims=2002022.04 | 0.5208 | |
| ComplEx#Params=1251M, #Dims=2502022.04 | 0.5027 | |
| RotatE#Params=1250M, #Dims=2502022.04 | 0.4332 | |
| RotatE# params=1250M2021.07 | 0.433 | |
| TransE# params=1251M2021.07 | 0.426 | |
| TransE#Params=1251M, #Dims=5002022.04 | 0.4256 | |
| ComplEx# params=1250M2021.07 | 0.403 | |
| DistMult# params=1250M2021.07 | 0.373 |