Entity Alignment on DWY100K DBP-WD
0.854Hits@1RREA
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| RREAsupervision=semi-supervised2020.08 | 0.854 | 0.966 | 0.877 | |
| TransEdgesupervision=semi-supervised, translation-based=true2020.08 | 0.788 | 0.938 | 0.824 | |
| NAEAsupervision=semi-supervised2020.08 | 0.767 | 0.917 | 0.817 | |
| RREAsupervision=basic2020.08 | 0.753 | 0.945 | 0.824 | |
| BootEAsupervision=semi-supervised, translation-based=true2020.08 | 0.747 | 0.898 | 0.801 | |
| TransEdgesupervision=basic, translation-based=true2020.08 | 0.692 | 0.908 | 0.766 | |
| MRAEAsupervision=basic2020.08 | 0.692 | 0.898 | 0.77 | |
| AliNetfull version=true2019.11 | 0.69 | 0.908 | 0.766 | |
| AliNetsupervision=basic2020.08 | 0.69 | 0.899 | 0.726 | |
| AliNetrelation loss=excluded2019.11 | 0.679 | 0.887 | 0.75 | |
| AliNetrelation loss=excluded, data augmentation=excluded2019.11 | 0.642 | 0.877 | 0.726 | |
| KECGsupervision=basic2020.08 | 0.632 | 0.899 | 0.726 | |
| MuGNNrelation seed alignment=true2019.08 | 0.616 | 0.897 | 0.714 | |
| MuGCN2019.11 | 0.616 | 0.897 | 0.714 | |
| MuGNNsupervision=basic2020.08 | 0.616 | 0.897 | 0.714 | |
| GCN2019.11 | 0.613 | 0.85 | 0.698 | |
| RSN2019.11 | 0.607 | 0.793 | 0.673 | |
| ARSNsupervision=basic2020.08 | 0.607 | 0.793 | 0.673 | |
| MuGNNrelation seed alignment=false2019.08 | 0.59 | 0.887 | 0.693 | |
| R-GCN2019.11 | 0.574 | 0.791 | 0.651 | |
| AlignEA2019.08 | 0.566 | 0.827 | 0.655 | |
| AlignE2019.11 | 0.566 | 0.745 | 0.655 | |
| GAT2019.11 | 0.54 | 0.781 | 0.625 | |
| SEA2019.11 | 0.518 | 0.802 | 0.616 | |
| GCN-Align2019.08 | 0.506 | 0.772 | 0.6 | |
| GCN-Align2019.11 | 0.506 | 0.772 | 0.6 | |
| GCN-Alignsupervision=basic2020.08 | 0.506 | 0.772 | 0.6 | |
| RotatE2019.11 | 0.479 | 0.776 | 0.579 | |
| ConvE2019.11 | 0.403 | 0.628 | 0.483 | |
| TransH2019.11 | 0.351 | 0.641 | 0.45 | |
| IPTransE2019.11 | 0.349 | 0.638 | 0.447 | |
| JAPE2019.08 | 0.318 | 0.589 | 0.411 | |
| JAPE2019.11 | 0.318 | 0.589 | 0.411 | |
| AJAPEsupervision=basic2020.08 | 0.318 | 0.589 | 0.411 | |
| MTransE2019.08 | 0.281 | 0.52 | 0.363 | |
| MTransE2019.11 | 0.281 | 0.52 | 0.363 |