Temporal Link Prediction on ICEWS14 filtered (test)
61.8MRRTNTComplEx+Np/Lp
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TNTComplEx+Np/LpRegularization=Np/Lp2023.09 | 61.8 | 53.6 | 66.55 | 76.97 | |
| BoxTEYear=20222023.09 | 61.5 | 53.2 | 66.7 | 76.7 | |
| TeLMYear=20212023.09 | 61.41 | 53.39 | 66 | 76.12 | |
| TNTComplExYear=20202023.09 | 60.72 | 51.91 | 65.92 | 77.17 | |
| TIMEPLEXYear=20202023.09 | 60.4 | 51.5 | — | 77.11 | |
| ChronoR+Np/LpRegularization=Np/Lp2023.09 | 57.45 | 47.26 | 64 | 76.06 | |
| ChronoRYear=20212023.09 | 56.97 | 46.5 | 63.66 | 76.06 | |
| TeRoYear=20202023.09 | 56.2 | 46.8 | 62.1 | 73.2 | |
| DE-SimplEYear=20202023.09 | 52.6 | 41.8 | 59.2 | 72.5 | |
| TA-DistMultYear=20182023.09 | 47.7 | — | 36.3 | 68.6 | |
| ComplExYear=20162023.09 | 47 | 35 | 54 | 71 | |
| SimplEYear=20182023.09 | 45.8 | 34.1 | 51.6 | 68.7 | |
| DistMultYear=20142023.09 | 43.9 | 32.3 | — | 67.2 | |
| HyTEYear=20182023.09 | 29.7 | 10.8 | 41.6 | 65.5 | |
| TransEYear=20132023.09 | 28 | 9.4 | — | 63.7 | |
| TA-TransEYear=20182023.09 | 27.5 | 9.5 | — | 62.5 | |
| TTransEYear=20162023.09 | 25.5 | 7.4 | — | 60.1 | |
| ConTYear=20182023.09 | 18.5 | 11.7 | 20.5 | 31.5 |