Relation Integration on ReVerb + Freebase
0.748AUCCoRI + DA (retrieval)
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| CoRI + DA (retrieval)Data Augmentation=retrieval2021.06 | 0.748 | 0.636 | 0.708 | 0.539 | 0.674 | 0.421 | 0.583 | |
| CoRI + DA (random)Data Augmentation=random2021.06 | 0.734 | 0.616 | 0.696 | 0.518 | 0.658 | 0.395 | 0.558 | |
| CoRI + KGEKnowledge Graph Embeddings=true2021.06 | 0.711 | 0.597 | 0.684 | 0.514 | 0.654 | 0.418 | 0.581 | |
| CoRI2021.06 | 0.708 | 0.59 | 0.679 | 0.494 | 0.638 | 0.381 | 0.544 | |
| OpenKI2021.06 | 0.677 | 0.553 | 0.654 | 0.449 | 0.599 | 0.314 | 0.472 | |
| Rowless2021.06 | 0.593 | 0.473 | 0.594 | 0.372 | 0.526 | 0.186 | 0.31 | |
| Translation2021.06 | 0.571 | 0.59 | 0.679 | 0.1 | 0.18 | 0.067 | 0.125 | |
| E-model2021.06 | 0.205 | 0.014 | 0.027 | 0.01 | 0.02 | 0.005 | 0.01 |