Link Prediction on FB122 (test-I)
51.1Hits@3RotatE
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| RotatEWith Rules=false2020.10 | 51.1 | 55.1 | 60.3 | 0.471 | |
| Our ModelWith Rules=false2020.10 | 49 | 52.7 | 57.1 | 0.457 | |
| CBRWith Rules=false2020.10 | 40 | 44.5 | 48.8 | 0.359 | |
| KALE-JointAccess to logic rules=Yes2019.12 | 38.4 | 44.7 | 52.2 | 0.325 | |
| KALE-JointWith Rules=true2020.10 | 38.4 | 44.7 | 52.2 | 0.325 | |
| ASR-ComplExAccess to logic rules=Yes2019.12 | 37.3 | 41 | 45.9 | 0.338 | |
| ASR-ComplExWith Rules=true2020.10 | 37.3 | 41 | 45.9 | 0.338 | |
| ComplExAccess to logic rules=No2019.12 | 37 | 41.3 | 46.2 | 0.329 | |
| ComplExWith Rules=false2020.10 | 37 | 41.3 | 46.2 | 0.329 | |
| ASR-DistMultAccess to logic rules=Yes2019.12 | 36.3 | 40.3 | 44.9 | 0.33 | |
| ASR-DistMultWith Rules=true2020.10 | 36.3 | 40.3 | 44.9 | 0.33 | |
| TransEAccess to logic rules=No2019.12 | 36 | 41.5 | 48.1 | 0.296 | |
| DistMultAccess to logic rules=No2019.12 | 36 | 40.3 | 45.3 | 0.313 | |
| TransEWith Rules=false2020.10 | 36 | 41.5 | 48.1 | 0.296 | |
| DistMultWith Rules=false2020.10 | 36 | 40.3 | 45.3 | 0.313 | |
| KALE-PreAccess to logic rules=Yes2019.12 | 35.8 | 41.9 | 49.8 | 0.291 | |
| KALE-PreWith Rules=true2020.10 | 35.8 | 41.9 | 49.8 | 0.291 | |
| GNTPsAccess to logic rules=No2019.12 | 33.7 | 36.9 | 41.2 | 0.313 | |
| GNTPsWith Rules=false2020.10 | 33.7 | 36.9 | 41.2 | 0.313 |