Entity Alignment on DBP15K FR-EN v1 (test)
99.7Hits@1MCLEA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MCLEASurface Forms=w/2022.09 | 99.7 | 100 | 99.8 | |
| BERT-INTSurface Forms=w/2022.09 | 99.2 | 99.8 | 99.5 | |
| ERMCSurface Forms=w/2022.09 | 96.2 | 98.2 | 97.3 | |
| AttrGNNSurface Forms=w/2022.09 | 94.2 | 98.7 | 95.9 | |
| JMACSide Information (SI)=with2022.10 | 90 | 98 | 93 | |
| RDGCNSurface Forms=w/2022.09 | 88.6 | 95.7 | — | |
| MCLEASurface Forms=w/o, Name Embedding=false2022.09 | 83.4 | 97.5 | 88.5 | |
| EVASurface Forms=w/o2022.09 | 79.3 | 94.2 | 84.7 | |
| PSRSide Information (SI)=with2022.10 | 76.5 | 93.2 | 82.3 | |
| RDGCNSide Information (SI)=with2022.10 | 75.4 | 88.1 | 80.1 | |
| MultiKESurface Forms=w/2022.09 | 71.4 | 76.1 | 73.3 | |
| NAEASurface Forms=w/o2022.09 | 67.3 | 89.4 | 75.2 | |
| BootEASurface Forms=w/o2022.09 | 65.3 | 87.4 | 73.1 | |
| JMACSide Information (SI)=without2022.10 | 58.8 | 83.2 | 67.4 | |
| AliNetSurface Forms=w/o2022.09 | 55.2 | 85.2 | 65.7 | |
| HMANSurface Forms=w/2022.09 | 54 | 87.1 | — | |
| MUGNNSurface Forms=w/o2022.09 | 49.5 | 87 | 62.1 | |
| KECGSurface Forms=w/o2022.09 | 48.6 | 85.1 | 61 | |
| AliNetSide Information (SI)=without2022.10 | 38.8 | 82.9 | 48.5 | |
| MTransESide Information (SI)=without2022.10 | 24.7 | 56.3 | 35.2 |