Entity Alignment on FB15K-DB15K (20% train)
0.631Hits@1IBMEA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| IBMEA2024.07 | 0.631 | 0.813 | 0.697 | |
| MEAformertraining_mode=iterative2022.12 | 0.578 | 0.812 | 0.661 | |
| MEAformer2024.07 | 0.578 | 0.812 | 0.661 | |
| MCLEA2024.07 | 0.445 | 0.705 | 0.534 | |
| MCLEA*training_mode=iterative2022.12 | 0.395 | 0.656 | 0.487 | |
| UMAEAreproduced=true2024.07 | 0.31 | 0.56 | 0.397 | |
| ACK-MMEA2024.07 | 0.304 | 0.549 | 0.387 | |
| Chen et al.2024.07 | 0.265 | 0.541 | 0.357 | |
| EVA*training_mode=iterative2022.12 | 0.231 | 0.488 | 0.318 | |
| MSNEA*training_mode=iterative2022.12 | 0.149 | 0.392 | 0.232 | |
| EVA2024.07 | 0.134 | 0.338 | 0.201 | |
| KECGreproduced=true2024.07 | 0.128 | 0.34 | 0.2 | |
| HMEA2024.07 | 0.127 | 0.369 | — | |
| POE2024.07 | 0.126 | 0.151 | 0.17 | |
| MSNEA2024.07 | 0.114 | 0.296 | 0.175 | |
| TransE2024.07 | 0.078 | 0.24 | 0.134 | |
| IPTransE2024.07 | 0.065 | 0.215 | 0.094 | |
| GCN-align2024.07 | 0.053 | 0.174 | 0.087 |