Link Prediction on FB122 (test)
74.2Hits@3Our Model
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Our ModelWith Rules=false2020.10 | 74.2 | 76 | 78.2 | 0.727 | |
| KBLRAccess to logic rules=Yes2019.12 | 74 | 77 | 79.7 | 0.702 | |
| KBLRWith Rules=true2020.10 | 74 | 77 | 79.7 | 0.702 | |
| ASR-ComplExAccess to logic rules=Yes2019.12 | 71.7 | 73.6 | 75.7 | 0.698 | |
| ASR-ComplExWith Rules=true2020.10 | 71.7 | 73.6 | 75.7 | 0.698 | |
| RotatEWith Rules=false2020.10 | 70.8 | 73.5 | 77 | 0.678 | |
| ASR-DistMultAccess to logic rules=Yes2019.12 | 70.7 | 73.1 | 75.2 | 0.675 | |
| ASR-DistMultWith Rules=true2020.10 | 70.7 | 73.1 | 75.2 | 0.675 | |
| GNTPsAccess to logic rules=No2019.12 | 69.2 | 71.1 | 73.2 | 0.678 | |
| GNTPsWith Rules=false2020.10 | 69.2 | 71.1 | 73.2 | 0.678 | |
| DistMultAccess to logic rules=No2019.12 | 67.4 | 70.2 | 72.9 | 0.628 | |
| DistMultWith Rules=false2020.10 | 67.4 | 70.2 | 72.9 | 0.628 | |
| ComplExAccess to logic rules=No2019.12 | 67.3 | 69.5 | 71.9 | 0.641 | |
| ComplExWith Rules=false2020.10 | 67.3 | 69.5 | 71.9 | 0.641 | |
| KALE-PreAccess to logic rules=Yes2019.12 | 61.7 | 66.2 | 71.8 | 0.523 | |
| KALE-PreWith Rules=true2020.10 | 61.7 | 66.2 | 71.8 | 0.523 | |
| KALE-JointAccess to logic rules=Yes2019.12 | 61.2 | 66.4 | 72.8 | 0.523 | |
| KALE-JointWith Rules=true2020.10 | 61.2 | 66.4 | 72.8 | 0.523 | |
| TransEAccess to logic rules=No2019.12 | 58.9 | 64.2 | 70.2 | 0.48 | |
| TransEWith Rules=false2020.10 | 58.9 | 64.2 | 70.2 | 0.48 | |
| CBRWith Rules=false2020.10 | 57 | 61.2 | 65.3 | 0.527 |