Link Prediction on YAGO37 (test)
0.454MRRSEEK
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SEEKsetting=filtered2020.05 | 0.454 | — | 37 | 49.8 | — | 62.2 | |
| Sym-SEEKsetting=filtered2020.05 | 0.452 | — | 36.7 | 49.8 | — | 60.6 | |
| RUGEapproach=iterative guidance from soft rules2017.11 | 0.431 | 4 | 34 | 48.2 | 54.1 | 60.3 | |
| RUGEsetting=filtered2020.05 | 0.431 | — | 34 | 48.2 | — | 60.3 | |
| ComplExapproach=triples alone2017.11 | 0.417 | 4 | 32 | 47.1 | 53.3 | 60.3 | |
| ComplExsetting=filtered2020.05 | 0.417 | — | 32 | 47.1 | — | 60.3 | |
| PTransEapproach=one-time logic rule injection2017.11 | 0.403 | 9 | 33.9 | 44.4 | 47.3 | 50.6 | |
| Analogysetting=filtered2020.05 | 0.387 | — | 30.2 | 42.6 | — | 55.6 | |
| HolEapproach=triples alone2017.11 | 0.38 | 7 | 28.8 | 42 | 47.9 | 55.1 | |
| HolEsetting=filtered2020.05 | 0.38 | — | 28.8 | 42 | — | 55.1 | |
| DistMultapproach=triples alone2017.11 | 0.365 | 6 | 26.2 | 41.1 | 49.3 | 57.5 | |
| DistMultsetting=filtered2020.05 | 0.365 | — | 26.2 | 41.1 | — | 57.5 | |
| KALEapproach=one-time logic rule injection2017.11 | 0.321 | 9 | 21.5 | 37.2 | 43.8 | 52.2 | |
| TransEapproach=triples alone2017.11 | 0.303 | 13 | 21.8 | 33.6 | 38.7 | 47.5 | |
| TransEsetting=filtered2020.05 | 0.303 | — | 21.8 | 33.6 | — | 47.5 |