Entity Prediction on FB15k v1 (test)
51Mean RankTransE
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| TransE2016.10 | 51 | 71.5 | 28.1 | |
| Gaifmand=3, k=20, S_pos=5, S_neg=252016.10 | 75 | 84.2 | 69.2 | |
| TransR2016.10 | 78 | 65.5 | — | |
| Gaifmand=2, k=20, S_pos=5, S_neg=252016.10 | 84 | 83.4 | 68.5 | |
| DistMult2016.10 | 97 | 82.8 | 44.3 | |
| Gaifmand=1, k=20, S_pos=5, S_neg=252016.10 | 97 | 82.1 | 65.6 | |
| Gaifmand=1, k=20, S_pos=1, S_neg=22016.10 | 114 | 79.2 | 60.1 | |
| Gaifmand=1, k=∞, S_pos=1, S_neg=52016.10 | 124 | 78.1 | 59.8 | |
| SE2016.10 | 162 | 39.8 | — | |
| LFM2016.10 | 164 | 33.1 | — | |
| RESCAL2016.10 | 683 | 44.1 | — |