Link Prediction on FB122 (test-II)
99.2Hits@3ASR-ComplEx
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ASR-ComplExAccess to logic rules=Yes2019.12 | 99.2 | 99.3 | 99.4 | 0.984 | |
| ASR-ComplExWith Rules=true2020.10 | 99.2 | 99.3 | 99.4 | 0.984 | |
| GNTPsAccess to logic rules=No2019.12 | 98.2 | 99 | 99.3 | 0.977 | |
| GNTPsWith Rules=false2020.10 | 98.2 | 99 | 99.3 | 0.977 | |
| ASR-DistMultAccess to logic rules=Yes2019.12 | 98 | 99 | 99.2 | 0.948 | |
| ASR-DistMultWith Rules=true2020.10 | 98 | 99 | 99.2 | 0.948 | |
| Our ModelWith Rules=false2020.10 | 94.8 | 95 | 95.3 | 0.948 | |
| DistMultAccess to logic rules=No2019.12 | 92.3 | 93.8 | 94.7 | 0.874 | |
| DistMultWith Rules=false2020.10 | 92.3 | 93.8 | 94.7 | 0.874 | |
| ComplExAccess to logic rules=No2019.12 | 91.4 | 91.9 | 92.4 | 0.887 | |
| ComplExWith Rules=false2020.10 | 91.4 | 91.9 | 92.4 | 0.887 | |
| RotatEWith Rules=false2020.10 | 86.8 | 88.6 | 90.7 | 0.846 | |
| KALE-PreAccess to logic rules=Yes2019.12 | 82.9 | 86.1 | 89.9 | 0.713 | |
| KALE-PreWith Rules=true2020.10 | 82.9 | 86.1 | 89.9 | 0.713 | |
| KALE-JointAccess to logic rules=Yes2019.12 | 79.7 | 84.1 | 89.6 | 0.684 | |
| KALE-JointWith Rules=true2020.10 | 79.7 | 84.1 | 89.6 | 0.684 | |
| TransEAccess to logic rules=No2019.12 | 77.5 | 82.8 | 88.4 | 0.63 | |
| TransEWith Rules=false2020.10 | 77.5 | 82.8 | 88.4 | 0.63 | |
| CBRWith Rules=false2020.10 | 67.8 | 71.8 | 75.9 | 0.636 |