Temporal Link Prediction on ICEWS Interpolation 05-15 (test)
62.17Hits@1TPAR
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| TPAR2024.05 | 62.17 | 75.29 | 85.86 | 69.33 | |
| TGoemE++2024.05 | 60.5 | 73.6 | 83.3 | 68.6 | |
| TELM2024.05 | 59.9 | 72.8 | 82.3 | 67.8 | |
| TNTComplEx+Np/LpRegularization=Np/Lp2023.09 | 59.9 | 72.35 | 82.3 | 67.7 | |
| TComplEx2024.05 | 59 | 71 | 80 | 66 | |
| TeLMYear=20212023.09 | 58.99 | 71.28 | 80.85 | 66.7 | |
| TNTComplExYear=20202023.09 | 58.34 | 71.82 | 81.67 | 66.64 | |
| BoxTEYear=20222023.09 | 58.2 | 71.9 | 82 | 66.7 | |
| T-GAP2024.05 | 56.8 | 74.3 | 84.5 | 67 | |
| TIMEPLEXYear=20202023.09 | 54.51 | — | 81.81 | 63.99 | |
| RotateQVS2024.05 | 52.9 | 70.9 | 81.3 | 63.3 | |
| ChronoR+Np/LpRegularization=Np/Lp2023.09 | 51.62 | 68.96 | 81.06 | 62.1 | |
| ChronoRYear=20212023.09 | 49.39 | 67.97 | 81.13 | 60.64 | |
| TeRo2024.05 | 46.9 | 66.8 | 79.5 | 58.6 | |
| TeRoYear=20202023.09 | 46.9 | 66.8 | 79.5 | 58.6 | |
| DE-SimplEYear=20202023.09 | 39.2 | 57.8 | 74.8 | 51.3 | |
| ATISE2024.05 | 37.8 | 60.6 | 79.4 | 51.9 | |
| ComplExYear=20162023.09 | 37 | 55 | 73 | 49 | |
| SimplEYear=20182023.09 | 35.9 | 53.9 | 70.8 | 47.8 | |
| TA-DistMult2024.05 | 34.6 | — | 72.8 | 47.4 | |
| TA-DistMultYear=20182023.09 | 34.6 | — | 72.8 | 47.4 | |
| DistMultYear=20142023.09 | 33.7 | — | 69.1 | 45.6 | |
| HyTE2024.05 | 11.6 | 44.5 | 68.1 | 31.6 | |
| HyTEYear=20182023.09 | 11.6 | — | 68.1 | 31.6 | |
| ConTYear=20182023.09 | 10.5 | 18.9 | 27.2 | 16.4 | |
| TA-TransEYear=20182023.09 | 9.6 | — | 66.8 | 29.9 | |
| TTransE2024.05 | 8.4 | — | 61.6 | 27.1 | |
| TransEYear=20132023.09 | 8.4 | — | 66.3 | 29.4 | |
| TTransEYear=20162023.09 | 8.4 | — | 61.6 | 27.1 |