Logical Query Answering on NELL
0.061MRR (2in)ConE+CaQR(R)
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ConE+CaQR(R)base_model=ConE, embedding_type=relation-induced embedding2024.06 | 0.061 | 0.0835 | 0.1102 | 0.0365 | 0.0407 | 0.0664 | |
| ConE+CaQR(S)base_model=ConE, embedding_type=structure embedding2024.06 | 0.0602 | 0.0811 | 0.1154 | 0.0372 | 0.0401 | 0.0688 | |
| ConE+CaQRbase_model=ConE, embedding_type=structure and relation-induced embedding2024.06 | 0.0577 | 0.0801 | 0.1112 | 0.0366 | 0.0387 | 0.0649 | |
| ConEnegation=true2021.10 | 0.057 | 0.081 | 0.108 | 0.035 | 0.039 | 0.064 | |
| ConEbase_model=ConE2024.06 | 0.057 | 0.0801 | 0.1096 | 0.0358 | 0.0383 | 0.064 | |
| BetaE+CaQRbase_model=BetaE, embedding_type=structure and relation-induced embedding2024.06 | 0.055 | 0.0762 | 0.1087 | 0.033 | 0.037 | 0.062 | |
| BetaE+CaQR(S)base_model=BetaE, embedding_type=structure embedding2024.06 | 0.0537 | 0.0796 | 0.1043 | 0.0329 | 0.0346 | 0.061 | |
| BetaEbase_model=BetaE2024.06 | 0.0523 | 0.0764 | 0.1012 | 0.0309 | 0.0327 | 0.0587 | |
| BETAEnegation=true2021.10 | 0.051 | 0.078 | 0.1 | 0.031 | 0.035 | 0.059 | |
| BetaE+CaQR(R)base_model=BetaE, embedding_type=relation-induced embedding2024.06 | 0.0491 | 0.0763 | 0.1006 | 0.0302 | 0.0317 | 0.0576 |