Knowledge Graph Completion on ogbl-wikikg2 (val)
0.7101MRRTranS (large)
Evaluation Results
| Method | Links | |
|---|---|---|
| TranS (large)#Params=38.4M2022.04 | 0.7101 | |
| TransS + NodePiece#Params=19.2M, #Dims=2002022.04 | 0.6988 | |
| TripleREv3 + NodePiece#Params=36.4M, #Dims=2002022.04 | 0.6955 | |
| InterHT + NodePiece#Params=19.2M, #Dims=2002022.04 | 0.6893 | |
| TripleREv2 + NodePiece#Params=7.3M, #Dims=2002022.04 | 0.6616 | |
| ComplEx-RP#Params=250M, #Dims=502022.04 | 0.6561 | |
| TripleRE#Params=501M, #Dims=2002022.04 | 0.6045 | |
| AutoSF + NodePiece#Params=6.9M2022.04 | 0.5806 | |
| AutoSF#Params=500M2022.04 | 0.551 | |
| PairRE#Params=500M, #Dims=2002022.04 | 0.5423 | |
| RotatE#Params=1250M, #Dims=2502022.04 | 0.4353 | |
| TransE#Params=1251M, #Dims=5002022.04 | 0.4272 | |
| ComplEx#Params=1251M, #Dims=2502022.04 | 0.3759 |