Table 2.
Overall performance of entity alignment (%).
| Model | DBP15K
|
DBP15K
|
DBP15K
|
||||||
|---|---|---|---|---|---|---|---|---|---|
| HR1 | HR10 | MRR | HR1 | HR10 | MRR | HR1 | HR10 | MRR | |
| MuGNN | 49.40 | 84.40 | 61.10 | 50.10 | 85.70 | 62.10 | 49.50 | 87.00 | 62.10 |
| BootEA | 62.94 | 84.75 | 70.30 | 62.23 | 85.39 | 70.10 | 65.30 | 87.44 | 73.10 |
| JAPE | 41.18 | 74.46 | 49.00 | 36.25 | 68.50 | 47.60 | 32.39 | 66.68 | 43.00 |
| GCNs | 41.25 | 74.38 | 55.80 | 39.91 | 74.46 | 55.20 | 37.29 | 74.49 | 53.40 |
| MultiKE | 50.87 | 57.61 | 53.20 | 39.30 | 48.85 | 42.60 | 63.94 | 71.19 | 66.50 |
| JarKA-r | 57.18 | 70.44 | 61.80 | 50.63 | 60.36 | 54.30 | 53.92 | 60.40 | 56.30 |
| JarKA-a | 58.64 | 83.89 | 67.10 | 55.74 | 83.23 | 65.10 | 59.25 | 85.74 | 68.60 |
| JarKA(M1) | 68.59 | 86.56 | 74.90 | 62.65 | 82.79 | 69.70 | 68.43 | 87.86 | 75.10 |
| JarKA(M2) | 69.32 | 87.37 | 75.50 | 63.01 | 83.37 | 70.00 | 70.87 | 87.05 | 76.50 |
| JarKA(M3) | 70.58 | 87.81 | 76.60 | 64.58 | 85.50 | 70.80 | 70.41 | 88.81 | 76.80 |
| JarKA-IT | 66.39 | 87.29 | 73.40 | 60.08 | 84.45 | 68.20 | 68.31 | 88.33 | 75.40 |